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ORCIDCoRR, October 2017
- Andrew J. Wagenmaker, Brian E. Moore, Raj Rao Nadakuditi:
Robust Photometric Stereo Using Learned Image and Gradient Dictionaries. - Rym Zrelli, Moez Yeddes, Nejib Ben Hadj-Alouane:
Checking and Enforcing Security through Opacity in Healthcare Applications. - Cuong D. Tran, Ognjen Rudovic, Vladimir Pavlovic:
Unsupervised Domain Adaptation with Copula Models. - Julian Viereck, Jules Kozolinsky, Alexander Herzog, Ludovic Righetti:
Learning a Structured Neural Network Policy for a Hopping Task. - AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Erik Paulson, Paul Suganthan G. C., Haojun Zhang:
Toward a System Building Agenda for Data Integration. - Saurav Talukdar, Deepjyoti Deka, Sandeep Attree, Donatello Materassi, Murti V. Salapaka:
Learning the Exact Topology of Undirected Consensus Networks. - Souneil Park, Aleksandar Matic, Kamini Garg, Nuria Oliver:
When Simpler Data Does Not Imply Less Information: A Study of User Profiling Scenarios with Constrained View of Mobile HTTP(S) Traffic. - Diman Zad Tootaghaj, Farshid Farhat:
CARMA: Contention-aware Auction-based Resource Management in Architecture. - Yuan Zhou, Anand Rangarajan, Paul D. Gader:
A Gaussian mixture model representation of endmember variability in hyperspectral unmixing. - Manuel Krebber, Henrik Barthels, Paolo Bientinesi:
Efficient Pattern Matching in Python. - João Guimarães:
Complex Correntropy Function: properties, and application to a channel equalization problem. - Anthony D. Rhodes:
Real-Time Wind Noise Detection and Suppression with Neural-Based Signal Reconstruction for Mult-Channel, Low-Power Devices. - Hossein Lotfi, Amin Khodaei, Shay Bahramirad, Math Bollen:
Optimal Design of Hybrid AC/DC Microgrids. - Burt Holzman, Lothar Bauerdick, Brian Bockelman, Dave Dykstra, Ian Fisk, Stuart Fuess, Gabriele Garzoglio, Maria Girone, Oliver Gutsche
, Dirk Hufnagel, Hyunwoo Kim, Robert Kennedy, Nicolò Magini, David Mason, Panagiotis Spentzouris, Anthony Tiradani, Steven Timm, Eric Wayne Vaandering:
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation. - Navid Emamdoost, Mohammad Sadeq Dousti, Rasool Jalili:
Statistical Disclosure: Improved, Extended, and Resisted. - Emmanuel Sin, Murat Arcak, Andrew K. Packard:
Small Satellite Constellation Separation using Linear Programming based Differential Drag Commands. - Ning Li, José-Fernán Martínez-Ortega, Vicente Hernández Díaz:
Intelligent Cross-layer and Reliable Opportunistic Routing Algorithm for Internet of Things. - Sayed Hadi Hashemi, Faraz Faghri, Roy H. Campbell:
Decentralized User-Centric Access Control using PubSub over Blockchain. - Faraz Faghri, Sayed Hadi Hashemi, Mohammad Babaeizadeh, Mike A. Nalls, Saurabh Sinha, Roy H. Campbell:
Toward Scalable Machine Learning and Data Mining: the Bioinformatics Case. - Rafael B. R. Lourenço, Massimo Tornatore, Charles U. Martel, Biswanath Mukherjee:
Running the Network Harder: Connection Provisioning with Degradation under Resource Crunch. - Osama Talaat Ibrahim, Ahmed El-Mahdy:
An Efficient Load Balancing Method for Tree Algorithms. - Li Sun, Zhi Yan, Sergi Molina Mellado, Marc Hanheide, Tom Duckett:
3DOF Pedestrian Trajectory Prediction Learned from Long-Term Autonomous Mobile Robot Deployment Data. - Cheng Zhao, Li Sun, Pulak Purkait, Rustam Stolkin:
Dense RGB-D semantic mapping with Pixel-Voxel neural network. - Xiaojing Chen, Xin Wang, Wei Ni, Iain B. Collings:
Two-Way Energy Trading and Online Planning for Fifth-Generation Communications with Renewables. - Chen Wang, Handuo Zhang, Thien-Minh Nguyen, Lihua Xie:
Ultra-Wideband Aided Fast Localization and Mapping System. - Tim Blok, Ansgar Fehnker:
Automated Program Analysis for Novice Programmers. - Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen:
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. - Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen:
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding. - Lei Tian, Xiaopeng Hong, Guoying Zhao, Chunxiao Fan, Yue Ming, Matti Pietikäinen:
PCANet-II: When PCANet Meets the Second Order Pooling. - Mara Brandt, Britta Wrede, Franz Kummert, Lars Schillingmann:
Confirmation detection in human-agent interaction using non-lexical speech cues. - Sixing Yin, Jing Tan, Lihua Li:
UAV-assisted Cooperative Communications with Wireless Information and Power Transfer. - Zhi-Zhong Liu, Yong Wang, Pei-Qiu Huang:
A Many-Objective Evolutionary Algorithm with Angle-Based Selection and Shift-Based Density Estimation. - Mohammad Galal Khafagy, Mohamed-Slim Alouini, Sonia Aïssa:
Full-Duplex Relay Selection in Cognitive Underlay Networks. - Xiangfu Song, Changyu Dong, Dandan Yuan, Qiuliang Xu, Minghao Zhao:
Forward Private Searchable Symmetric Encryption with Optimized I/O Efficiency. - Irwandi Hipiny, Hamimah Ujir, Jacey-Lynn Minoi, Sarah Flora Samson Juan, Muhammad Asyraf bin Khairuddin, Mohd Shahrizal Sunar:
Unsupervised Segmentation of Action Segments in Egocentric Videos using Gaze. - Silvia Joseph, Hamimah Ujir, Irwandi Hipiny:
Unsupervised Classification of Intrusive Igneous Rock Thin Section Images using Edge Detection and Colour Analysis. - Carlos Galindo, Olav Geil, Fernando Hernando, Diego Ruano:
New binary and ternary LCD codes. - Nazanin Takbiri, Amir Houmansadr, Dennis L. Goeckel, Hossein Pishro-Nik:
Matching Anonymized and Obfuscated Time Series to Users' Profiles. - Sabah Al-Fedaghi:
Diagramming the Class Diagram: Toward a Unified Modeling Methodology. - Zhaoqiang Chen, Qun Chen, Fengfeng Fan, Yanyan Wang, Zhuo Wang, Zhanhuai Li:
Enabling Quality Control for Entity Resolution: A Human and Machine Cooperative Framework. - Diana Nicoleta Popa, James Henderson:
Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction. - Mohammad Etemad, Alptekin Küpçü, Charalampos Papamanthou, David Evans:
Efficient Dynamic Searchable Encryption with Forward Privacy. - Gal Hyams, Daniel Greenfeld, Dor Bank:
Improved Training for Self-Training. - Weinan E, Bing Yu:
The Deep Ritz method: A deep learning-based numerical algorithm for solving variational problems. - Olivier Carton, Léo Exibard, Olivier Serre:
Two-way Two-tape Automata. - Anindya Maiti, Ryan Heard, Mohd Sabra, Murtuza Jadliwala:
A Framework for Inferring Combination Lock Codes using Smartwatches. - I. Vinod Reddy:
Parameterized Algorithms for Conflict-free Colorings of Graphs. - Muhayyuddin, Aliakbar Akbari, Jan Rosell:
Physics-based Motion Planning: Evaluation Criteria and Benchmarking. - Andrew J. Wagenmaker, Brian E. Moore, Raj Rao Nadakuditi:
Robust Surface Reconstruction from Gradients via Adaptive Dictionary Regularization. - Mohammad Abdel-Qader, Ansgar Scherp:
Towards Understanding the Evolution of Vocabulary Terms in Knowledge Graphs. - Hubie Chen:
Homomorphisms are indeed a good basis for counting: Three fixed-template dichotomy theorems, for the price of one. - Muhayyuddin, Aliakbar Akbari, Jan Rosell:
κ-PMP: Enhancing Physics-based Motion Planners with Knowledge-based Reasoning. - Shubhra Aich, Imran Ahmed, Ilya Ovsyannikov, Ian Stavness, Anique Josuttes, Keegan Strueby, Hema Sudhakar Duddu, Curtis Pozniak, Steve Shirtliffe:
DeepWheat: Estimating Phenotypic Traits From Images of Crops Using Deep Learning. - Ramtin Zand, Kerem Yunus Çamsari, Ibrahim Ahmed, Steven D. Pyle, Chris H. Kim, Supriyo Datta, Ronald F. DeMara:
R-DBN: A Resistive Deep Belief Network Architecture Leveraging the Intrinsic Behavior of Probabilistic Devices. - Pavel Ageev:
Implementation of the algorithm for testing an automaton for synchronization in linear expected time. - Tuan Do, James Pustejovsky:
Fine-grained Event Learning of Human-Object Interaction with LSTM-CRF. - Samuel B. Hopkins, David Steurer:
Bayesian estimation from few samples: community detection and related problems. - Gabor Karsai, Daniel Balasubramanian, Abhishek Dubey, William R. Otte:
Distributed and Managed: Research Challenges and Opportunities of the Next Generation Cyber-Physical Systems. - Abhishek Dubey, Gabor Karsai, Aniruddha S. Gokhale, William Emfinger, Pranav Srinivas Kumar:
DREMS-OS: An Operating System for Managed Distributed Real-time Embedded Systems. - Kristina Lerman, Nathan O. Hodas, Hao Wu:
Bounded Rationality in Scholarly Knowledge Discovery. - Alireza Farhadi, MohammadTaghi Hajiaghayi:
On the Complexity of Chore Division. - Jason Dou, Michelle Liu, Haaris Muneer, Adam Schlussel:
What Words Do We Use to Lie?: Word Choice in Deceptive Messages. - Michael Wollowski, Carlotta A. Berry, Ryder C. Winck, Alan Jern, David Voltmer, Alan Chiu, Yosi Shibberu:
A Data-driven Approach Towards Human-robot Collaborative Problem Solving in a Shared Space. - Hui Yang, Jinshan Pan, Qiong Yan, Wenxiu Sun, Jimmy S. J. Ren, Yu-Wing Tai:
Image Dehazing using Bilinear Composition Loss Function. - Zhiyuan Huang, Yaohui Guo, Henry Lam, Ding Zhao:
A Versatile Approach to Evaluating and Testing Automated Vehicles based on Kernel Methods. - Liqun Shao, Hao Zhang, Ming Jia, Jie Wang:
Efficient and Effective Single-Document Summarizations and A Word-Embedding Measurement of Quality. - Liqun Shao, Jie Wang:
DTATG: An Automatic Title Generator based on Dependency Trees. - David G. Harris, Thomas W. Pensyl, Aravind Srinivasan, Khoa Trinh:
A Lottery Model for Center-type Problems With Outliers. - Fei Miao, Quanyan Zhu, Miroslav Pajic, George J. Pappas:
A Moving-Horizon Hybrid Stochastic Game for Secure Control of Cyber-Physical Systems. - Cenk Demir, Abhyudai Singh:
Prediction and Control of Projectile Impact Point using Approximate Statistical Moments. - Anh Nguyen, Dimitrios Kanoulas, Luca Muratore, Darwin G. Caldwell, Nikos G. Tsagarakis:
Translating Videos to Commands for Robotic Manipulation with Deep Recurrent Neural Networks. - Zicong Zhou, Xi Chen, Guojun Liao:
A Novel Deformation Method for Higher Order Mesh Generation. - Weina Wang, Mor Harchol-Balter, Haotian Jiang, Alan Scheller-Wolf, R. Srikant:
Asymptotic response time analysis for multi-task parallel jobs. - José Manuel Barrueco Cruz, Thomas Krichel, Sergey Parinov, Victor Lyapunov, Oxana Medvedeva, Varvara Sergeeva:
Towards Open Data for the Citation Content Analysis. - Ke Zhang, Liru Guo, Ce Gao, Zhenbing Zhao:
Pyramidal RoR for Image Classification. - Yun Liu, Tianmeng Gao, Baolin Song, Chengwei Huang:
Personalized Fuzzy Text Search Using Interest Prediction and Word Vectorization. - Itai Arieli, Moran Koren, Rann Smorodinsky:
The Crowdfunding Game. - Xiangxiang Chu, Hangjun Ye:
Parameter Sharing Deep Deterministic Policy Gradient for Cooperative Multi-agent Reinforcement Learning. - Georgi Karadzhov, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Ivan Koychev:
Fully Automated Fact Checking Using External Sources. - Yong Xu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley:
Large-scale weakly supervised audio classification using gated convolutional neural network. - Preslav Nakov, Stephan Vogel:
Robust Tuning Datasets for Statistical Machine Translation. - Lily Hu, Bryan Wilder, Amulya Yadav, Eric Rice, Milind Tambe:
Activating the "Breakfast Club": Modeling Influence Spread in Natural-World Social Networks. - Fabio Calefato, Giuseppe Iaffaldano, Filippo Lanubile:
Collaboration Success Factors in an Online Music Community. - Daniel Torres-Salinas, Nicolás Robinson-García, Juan Gorraiz:
Filling the citation gap: Measuring the multidimensional impact of the academic book at institutional level with PlumX. - Roman Orus, Roger Martin, Juan Uriagereka:
Mathematical foundations of matrix syntax. - Yao-Yuan Yang, Shao-Chuan Lee, Yu-An Chung, Tung-En Wu, Si-An Chen, Hsuan-Tien Lin:
libact: Pool-based Active Learning in Python. - Mike Borowczak, George B. Purdy:
S-CHIRP: Secure Communication for Heterogeneous IoTs with Round-Robin Protection. - Édouard Bonnet, Panos Giannopoulos:
Orthogonal Terrain Guarding is NP-complete. - Tomohiko Mizutani, Mirai Tanaka:
Efficient Preconditioning for Noisy Separable NMFs by Successive Projection Based Low-Rank Approximations. - Andreas Fischer, Benny Fuhry, Florian Kerschbaum, Eric Bodden:
Computation on Encrypted Data using Data Flow Authentication. - Zheng Chen, Emil Björnson:
Channel Hardening and Favorable Propagation in Cell-Free Massive MIMO with Stochastic Geometry. - Timo Kluck, Lukas Vermeer:
Leaky Abstraction In Online Experimentation Platforms: A Conceptual Framework To Categorize Common Challenges. - Volodymyr Miz, Kirell Benzi, Benjamin Ricaud, Pierre Vandergheynst:
Wikipedia dynamic patterns discovery. - Alexey Grigorev:
Identifying Clickbait Posts on Social Media with an Ensemble of Linear Models. - Mehmet Fatih Aktas, Pei Peng, Emina Soljanin:
Straggler Mitigation by Delayed Relaunch of Tasks. - Muhayyuddin, Aliakbar Akbari, Jan Rosell:
Physics-based Motion Planning with Temporal Logic Specifications. - Mohammed Alasmar, Nickolay Zakhleniuk:
Network Link Dimensioning based on Statistical Analysis and Modeling of Real Internet Traffic. - Yitong Li, Martin Renqiang Min, Dinghan Shen, David E. Carlson, Lawrence Carin:
Video Generation From Text. - Giordano Da Lozzo, William E. Devanny, David Eppstein, Timothy Johnson:
Square-Contact Representations of Partial 2-Trees and Triconnected Simply-Nested Graphs. - Gilwoo Lee, Zita Marinho, Aaron M. Johnson, Geoffrey J. Gordon, Siddhartha S. Srinivasa, Matthew T. Mason:
Unsupervised Learning for Nonlinear PieceWise Smooth Hybrid Systems. - Nuttapon Lertwittayatrai, Raula Gaikovina Kula, Saya Onoue, Hideaki Hata, Arnon Rungsawang, Pattara Leelaprute, Kenichi Matsumoto:
Extracting Insights from the Topology of the JavaScript Package Ecosystem. - Hao Wang, Flávio du Pin Calmon:
An Estimation-Theoretic View of Privacy. - Tuan Do, James Pustejovsky:
Learning event representation: As sparse as possible, but not sparser. - T. W. U. Madhushani, D. H. Sanjeeva Maithripala, Naomi Ehrich Leonard:
Asymptotic Allocation Rules for a Class of Dynamic Multi-armed Bandit Problems. - Stephanie Zhou, Alane Suhr, Yoav Artzi:
Visual Reasoning with Natural Language. - Amanpreet Singh, Karthik Venkatesan, Simranjyot Singh Gill:
Building a Structured Query Engine. - Saba Eskandarian, Matei Zaharia:
An Oblivious General-Purpose SQL Database for the Cloud. - Melrose Roderick, Christopher Grimm, Stefanie Tellex:
Deep Abstract Q-Networks. - Seng W. Loke:
Creating a Social Brain for Cooperative Connected Autonomous Vehicles: Issues and Challenges. - Huda Chuangpishit, Jurek Czyzowicz, Leszek Gasieniec, Konstantinos Georgiou, Tomasz Jurdzinski, Evangelos Kranakis:
Patrolling a Path Connecting a Set of Points with Unbalanced Frequencies of Visits. - Santiago Castro, Matías Cubero, Diego Garat, Guillermo Moncecchi:
HUMOR: A Crowd-Annotated Spanish Corpus for Humor Analysis. - Qiqi Xiao, Hao Luo, Chi Zhang:
Margin Sample Mining Loss: A Deep Learning Based Method for Person Re-identification. - Hung-Hsuan Chen:
Weighted-SVD: Matrix Factorization with Weights on the Latent Factors. - Divya Gopinath, Guy Katz, Corina S. Pasareanu, Clark W. Barrett:
DeepSafe: A Data-driven Approach for Checking Adversarial Robustness in Neural Networks. - Arunkumar Byravan, Felix Leeb, Franziska Meier, Dieter Fox:
SE3-Pose-Nets: Structured Deep Dynamics Models for Visuomotor Planning and Control. - Catarina Moreira, Emmanuel Haven, Sandro Sozzo, Andreas Wichert:
The Dutch's Real World Financial Institute: Introducing Quantum-Like Bayesian Networks as an Alternative Model to deal with Uncertainty. - Olalekan P. Ogunmolu, Nicholas R. Gans, Tyler H. Summers:
Robust Zero-Sum Deep Reinforcement Learning. - Suqi Li, Wei Yi, Reza Hoseinnezhad, Giorgio Battistelli, Bailu Wang, Lingjiang Kong:
Robust Distributed Fusion with Labeled Random Finite Sets. - Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho, Choong Seong Hong:
Learning-based Caching in Cloud-Aided Wireless Networks. - Ryo Furukawa, Ryusuke Sagawa, Hiroshi Kawasaki:
Depth estimation using structured light flow - analysis of projected pattern flow on an object's surface -. - Sheng Li, Xin Chen, Zhigao Zheng, Zhenxin Qian, Guorui Feng, Xinpeng Zhang:
Data hiding in Fingerprint Minutiae Template for Privacy Protection. - Yuki Shiba, Satoshi Ono, Ryo Furukawa, Shinsaku Hiura, Hiroshi Kawasaki:
Temporal shape super-resolution by intra-frame motion encoding using high-fps structured light. - Wenpeng Yin, Hinrich Schütze:
Attentive Convolution. - Alessandro Nordio, Alberto Tarable, Carla-Fabiana Chiasserini, Emilio Leonardi:
Belief Dynamics in Social Networks: A Fluid-Based Analysis. - Amir Ban, Yossi Azar, Yishay Mansour:
The Strategy of Experts for Repeated Predictions. - Regev Cohen, Yonina C. Eldar:
Sparse Doppler Sensing. - Oskari Tervo, Harri Pennanen, Dimitrios Christopoulos, Symeon Chatzinotas, Björn E. Ottersten:
Distributed Optimization for Coordinated Beamforming in Multi-Cell Multigroup Multicast Systems: Power Minimization and SINR Balancing. - Philipp Urban, Tejas Madan Tanksale, Alan Brunton, Bui Minh Vu, Shigeki Nakauchi:
Redefining A in RGBA: Towards a Standard for Graphical 3D Printing. - Daniel Gruss, Moritz Lipp, Michael Schwarz, Daniel Genkin, Jonas Juffinger, Sioli O'Connell, Wolfgang Schoechl, Yuval Yarom:
Another Flip in the Wall of Rowhammer Defenses. - Neeraj Varshney, Adarsh Patel, Aditya K. Jagannatham, Pramod K. Varshney:
Design and Performance Analysis of Dual and Multi-hop Diffusive Molecular Communication Systems. - Jiaye Wu, Peng Wang, Chen Wang, Wei Wang, Jianmin Wang:
KV-match: An Efficient Subsequence Matching Approach for Large Scale Time Series. - Neeraj Varshney, Aditya K. Jagannatham, Pramod K. Varshney:
Diffusive Molecular Communication with Nanomachine Mobility. - Stefan Krüger, Johannes Späth, Karim Ali, Eric Bodden, Mira Mezini:
CrySL: Validating Correct Usage of Cryptographic APIs. - Marco Godi, Paolo Rota, Francesco Setti:
Indirect Match Highlights Detection with Deep Convolutional Neural Networks. - Pablo Morales-Alvarez, Adrian Perez-Suay, Rafael Molina, Gustau Camps-Valls:
Remote Sensing Image Classification with Large Scale Gaussian Processes. - Isaac Goldstein, Moshe Lewenstein, Ely Porat:
Orthogonal Vectors Indexing. - Chen-Feng Liu, Mehdi Bennis, H. Vincent Poor:
Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing. - Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq R. Joty, Mourad Ouzzani, Nan Tang:
DeepER - Deep Entity Resolution. - Antônio H. Ribeiro, Luis Antonio Aguirre:
Lasso Regularization Paths for NARMAX Models via Coordinate Descent. - Helen Oleynikova, Zachary Taylor, Roland Siegwart, Juan I. Nieto:
Safe Local Exploration for Replanning in Cluttered Unknown Environments for Micro-Aerial Vehicles. - Graham Cormode, Tejas Kulkarni, Divesh Srivastava:
Constrained Differential Privacy for Count Data. - Vicent Sanz Marco, Ben Taylor, Barry Porter, Zheng Wang:
Improving Spark Application Throughput Via Memory Aware Task Co-location: A Mixture of Experts Approach. - Rodrigo C. de Lamare:
Distributed Low-Rank Adaptive Algorithms Based on Alternating Optimization and Applications. - Yuzhen Lu:
Out-of-focus Blur: Image De-blurring. - Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen:
Adaptive Smoothing in fMRI Data Processing Neural Networks. - Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen:
Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring. - Tim A. Hartmann:
Target Set Selection Parameterized by Clique-Width and Maximum Threshold. - Édouard Bonnet, Panos Giannopoulos, Michael Lampis:
On the Parameterized Complexity of Red-Blue Points Separation. - Mirco Ravanelli, Philemon Brakel, Maurizio Omologo, Yoshua Bengio:
Improving speech recognition by revising gated recurrent units. - Lintao Lv, Zengchang Qin, Tao Wan:
Motif Iteration Model for Network Representation. - Saeed R. Khosravirad, Harish Viswanathan:
Analysis of Feedback Error in Automatic Repeat reQuest. - Arman Farhang, Ahmad RezazadehReyhani, Linda E. Doyle, Behrouz Farhang-Boroujeny:
Low Complexity Modem Structure for OFDM-based Orthogonal Time Frequency Space Modulation. - Pavel Dvorák, Andreas Emil Feldmann, Dusan Knop, Tomás Masarík, Tomás Toufar, Pavel Veselý:
Parameterized Approximation Schemes for Steiner Trees with Small Number of Steiner Vertices. - Joan Duran, Antoni Buades:
Conditional Chromatic Filtering with Spatial Enhancement for Restoring Pansharpened Images. - Krishnendu Chatterjee, Martin Chmelik, Ufuk Topcu:
Sensor Synthesis for POMDPs with Reachability Objectives. - Xiao-Yong Yan, Petter Minnhagen:
The Dependence of Frequency Distributions on Multiple Meanings of Words, Codes and Signs. - Martin Boyanov, Ivan Koychev, Preslav Nakov, Alessandro Moschitti, Giovanni Da San Martino:
Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics. - Vladimir Savic, Elad Michael Schiller, Marina Papatriantafilou:
Aiding Autonomous Vehicles with Fault-tolerant V2V Communication. - Hongxiang Xie, Feifei Gao, Shi Jin, Jun Fang, Ying-Chang Liang:
Channel Estimation for TDD/FDD Massive MIMO Systems with Channel Covariance Computing. - Javier Morales, Michael J. Wooldridge, Juan A. Rodríguez-Aguilar, Maite López-Sánchez:
Synthesising Evolutionarily Stable Normative Systems. - Ata Turk, Mayank Varia, Georgios Kellaris:
Revealing the Unseen: How to Expose Cloud Usage While Protecting User Privacy. - Alphan Sahin, Erdem Bala, Rui Yang, Robert L. Olesen:
DFT-Spread OFDM with Frequency Domain Reference Symbols. - Abolfazl Hajisami, Tuyen X. Tran, Dario Pompili:
Elastic-Net: Boosting Energy Efficiency and Resource Utilization in 5G C-RANs. - Rudolph Pienaar, Ata Turk, Jorge L. Bernal-Rusiel, Nicolas Rannou, Daniel Haehn, Patricia Ellen Grant, Orran Krieger:
CHIPS: A Service for Collecting, Organizing, Processing, and Sharing Medical Image Data in the Cloud. - Mehmet Fatih Aktas, Pei Peng, Emina Soljanin:
Effective Straggler Mitigation: Which Clones Should Attack and When? - Eman T. Hassan, David J. Crandall:
A Study of Cross-domain Generative Models applied to Cartoon Series. - Mingming He, Jing Liao, Lu Yuan, Pedro V. Sander:
Neural Color Transfer between Images. - Majdi Khalid, Indrakshi Ray, Hamidreza Chitsaz:
AUC Maximization with K-hyperplane. - Doris Jung Lin Lee, John Lee, Tarique Siddiqui, Jaewoo Kim, Karrie Karahalios, Aditya G. Parameswaran:
Accelerating Scientific Data Exploration via Visual Query Systems. - Brandon Fain, Ashish Goel, Kamesh Munagala, Sukolsak Sakshuwong:
Sequential Deliberation for Social Choice. - Jurek Czyzowicz, Maxime Godon, Evangelos Kranakis, Arnaud Labourel, Euripides Markou:
Exploring Graphs with Time Constraints by Unreliable Collections of Mobile Robots. - Michael Beeson, Julien Narboux, Freek Wiedijk:
Proof-checking Euclid. - Derek Doran, Sarah Schulz, Tarek R. Besold:
What Does Explainable AI Really Mean? A New Conceptualization of Perspectives. - Arnaud Marsiglietti, James Melbourne:
On the entropy power inequality for the Rényi entropy of order [0, 1]. - Marcos Zampieri:
Compiling and Processing Historical and Contemporary Portuguese Corpora. - Long Qian, Mathias Unberath, Kevin Yu, Bernhard Fuerst, Alex Johnson, Nassir Navab, Greg Osgood:
Technical Note: Towards Virtual Monitors for Image Guided Interventions - Real-time Streaming to Optical See-Through Head-Mounted Displays. - Yi-Peng Wei, Karim A. Banawan, Sennur Ulukus:
The Capacity of Private Information Retrieval with Partially Known Private Side Information. - Aaron Tuor, Samuel Kaplan, Brian Hutchinson, Nicole Nichols, Sean Robinson:
Deep Learning for Unsupervised Insider Threat Detection in Structured Cybersecurity Data Streams. - Conrad W. Rosenbrock:
A Practical Python API for Querying AFLOWLIB. - Yen-Chen Lin, Ming-Yu Liu, Min Sun, Jia-Bin Huang:
Detecting Adversarial Attacks on Neural Network Policies with Visual Foresight. - Ahmad Reza Montazerolghaem, Mohammad Hossein Yaghmaee Moghaddam, Farzad Tashtarian:
Overload Control in SIP Networks: A Heuristic Approach Based on Mathematical Optimization. - Sina Sajadmanesh, Jiawei Zhang, Hamid R. Rabiee:
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks. - N. A. M. Araújo, R. A. da Costa, Sergey N. Dorogovtsev, J. F. F. Mendes:
Finding the optimal nets for self-folding Kirigami. - Nasibeh Zohrabi, Hasan Zakeri, Amir Hossein Abolmasoumi, Hamid Reza Momeni:
Robust Adaptive Sliding Mode Control of Markovian Jump Systems with Uncertain Mode-dependent Time-varying Delays and Partly Unknown Transition Probabilities. - Shufeng Gong, Yanfeng Zhang, Ge Yu:
Clustering Stream Data by Exploring the Evolution of Density Mountain. - Yu Liu, Hongyang Li, Xiaogang Wang:
Rethinking Feature Discrimination and Polymerization for Large-scale Recognition. - Esther M. Arkin, Aritra Banik, Paz Carmi, Gui Citovsky, Su Jia, Matthew J. Katz, Tyler Mayer, Joseph S. B. Mitchell:
Network Optimization on Partitioned Pairs of Points. - Haw-Shiuan Chang, ZiYun Wang, Luke Vilnis, Andrew McCallum:
Unsupervised Hypernym Detection by Distributional Inclusion Vector Embedding. - Markus Höhnerbach, Ahmed E. Ismail, Paolo Bientinesi:
The Tersoff many-body potential: Sustainable performance through vectorization. - Nima Hatami, Yann Gavet, Johan Debayle:
Classification of Time-Series Images Using Deep Convolutional Neural Networks. - Jose Berengueres, Dani Castro:
Sentiment Perception of Readers and Writers in Emoji use. - Joseph Geumlek, Shuang Song, Kamalika Chaudhuri:
Rényi Differential Privacy Mechanisms for Posterior Sampling. - Zhe Zhang, Shaoshan Liu, Grace Tsai, Hongbing Hu, Chen-Chi Chu, Feng Zheng:
PIRVS: An Advanced Visual-Inertial SLAM System with Flexible Sensor Fusion and Hardware Co-Design. - Andrea Bittau, Úlfar Erlingsson, Petros Maniatis, Ilya Mironov, Ananth Raghunathan, David Lie, Mitch Rudominer, Ushasree Kode, Julien Tinnés, Bernhard Seefeld:
Prochlo: Strong Privacy for Analytics in the Crowd. - Steve Tueno, Régine Laleau, Amel Mammar, Marc Frappier:
The SysML/KAOS Domain Modeling Approach. - Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu:
Online and Distributed Robust Regressions under Adversarial Data Corruption. - Hai Xuan Pham, Yuting Wang, Vladimir Pavlovic:
End-to-end Learning for 3D Facial Animation from Raw Waveforms of Speech. - Michael Gasser:
Minimal Dependency Translation: a Framework for Computer-Assisted Translation for Under-Resourced Languages. - Nataniel Ruiz, Eunji Chong, James M. Rehg:
Fine-Grained Head Pose Estimation Without Keypoints. - Quanshi Zhang, Ying Nian Wu, Song-Chun Zhu:
Interpretable Convolutional Neural Networks. - Matthew Stone, Ramnik Arora:
Identifying Nominals with No Head Match Co-references Using Deep Learning. - Yuntao Liu, Yang Xie, Ankur Srivastava:
Neural Trojans. - Mikhail Gudim:
Ordered Dags: HypercubeSort. - Bihan Wen, Saiprasad Ravishankar, Yoram Bresler:
VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising. - Yasushi Kawase, Kei Kimura, Kazuhisa Makino, Hanna Sumita:
Optimal Matroid Partitioning Problems. - Kyeong Soo Kim, Ruihao Wang, Zhenghang Zhong, Zikun Tan, Haowei Song, Jaehoon Cha, Sanghyuk Lee:
Large-Scale Location-Aware Services in Access: Hierarchical Building/Floor Classification and Location Estimation using Wi-Fi Fingerprinting Based on Deep Neural Networks. - Sommer Gentry, Michal Mankowski, T. S. Michael, Dorry Segev:
Maximum Matchings in Graphs for Allocating Kidney Paired Donation. - Anirban Ghosh:
Online unit covering in L2. - Douglas Comer, Adib Rastegarnia:
OSDF: A Framework For Software Defined Network Programming. - Xing Di, Vishwanath A. Sindagi, Vishal M. Patel:
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks. - M. McTaggart, Douglas Morrison, Adam W. Tow, R. Smith, Norton Kelly-Boxall, Anton Milan, Trung Pham, Zheyu Zhuang, Jürgen Leitner, Ian David Reid, Peter Corke, Christopher F. Lehnert:
Cartman: Cartesian Manipulator for Warehouse Automation in Cluttered Environments. - Yukun Yan, Daqi Zheng, Zhengdong Lu, Sen Song:
Event Identification as a Decision Process with Non-linear Representation of Text. - Yujian Li, Ting Zhang, Zhaoying Liu, Haihe Hu:
A concatenating framework of shortcut convolutional neural networks. - Naimish Agarwal, Artus Krohn-Grimberghe, Ranjana Vyas:
Facial Key Points Detection using Deep Convolutional Neural Network - NaimishNet. - Naimish Agarwal, Gora Chand Nandi:
Supervised Q-walk for Learning Vector Representation of Nodes in Networks. - Morteza Hashemi, C. Emre Koksal, Ness B. Shroff:
Energy-Efficient Power and Bandwidth Allocation in an Integrated Sub-6 GHz - Millimeter Wave System. - Yeong-Jun Cho, Su-A. Kim, Jae-Han Park, Kyuewang Lee, Kuk-Jin Yoon:
Joint Person Re-identification and Camera Network Topology Inference in Multiple Cameras. - Jialiang Zhao, Qi Gao:
Annotation and Detection of Emotion in Text-based Dialogue Systems with CNN. - Rebecca Faust, Carlos Scheidegger:
DimReader: Using auto-differentiation to explain non-linear projections. - Bryan Wilder:
Equilibrium computation for zero sum games with submodular structure. - Emmanuele Chersoni, Enrico Santus, Philippe Blache, Alessandro Lenci:
Is Structure Necessary for Modeling Argument Expectations in Distributional Semantics? - Szymon Szott, Jerzy Konorski:
Selfish Attacks in Two-hop IEEE 802.11 Relay Networks: Impact and Countermeasures. - Emanuele Sansone, Francesco G. B. De Natale:
Training Feedforward Neural Networks with Standard Logistic Activations is Feasible. - Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz:
Learning Affinity via Spatial Propagation Networks. - Raj Dabre, Sadao Kurohashi:
MMCR4NLP: Multilingual Multiway Corpora Repository for Natural Language Processing. - Stefan Marksteiner, Harald Lernbeiß, Bernhard Jandl-Scherf:
An Iterative and Toolchain-Based Approach to Automate Scanning and Mapping Computer Networks. - Martin Hahner, Orestis Varesis, Panagiotis Bountouris:
Simulating Structure-from-Motion. - Tianshi Wang:
Achieving Phase-based Logic Bit Storage in Mechanical Metronomes. - Helen L. Bear, Richard W. Harvey, Barry-John Theobald, Yuxuan Lan:
Resolution limits on visual speech recognition. - Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen:
Time Series Management Systems: A Survey. - Andrew Anderson, David Gregg:
Optimal DNN Primitive Selection with Partitioned Boolean Quadratic Programming. - Helen L. Bear, Gari Owen, Richard W. Harvey, Barry-John Theobald:
Some observations on computer lip-reading: moving from the dream to the reality. - Helen L. Bear, Richard W. Harvey, Barry-John Theobald, Yuxuan Lan:
Which phoneme-to-viseme maps best improve visual-only computer lip-reading? - Ingrid Falk, Fabienne Martin:
Towards an Inferential Lexicon of Event Selecting Predicates for French. - Pablo Hernandez-Cerdan:
Isotropic and Steerable Wavelets in N Dimensions. A multiresolution analysis framework for ITK. - Sean Weerakkody, Omur Ozel, Bruno Sinopoli:
A Bernoulli-Gaussian Physical Watermark for Detecting Integrity Attacks in Control Systems. - Chiara Boldrini, Riccardo Incaini, Raffaele Bruno:
Relocation in Car Sharing Systems with Shared Stackable Vehicles: Modelling Challenges and Outlook. - Tahsin Reasat, Celia Shahnaz:
Detection of Inferior Myocardial Infarction using Shallow Convolutional Neural Networks. - Helen L. Bear, Stephen J. Cox, Richard W. Harvey:
Speaker-independent machine lip-reading with speaker-dependent viseme classifiers. - Xiang Sun, Nirwan Ansari:
Latency Aware Drone Base Station Placement in Heterogeneous Networks. - Alex Olieman, Kaspar Beelen, Jaap Kamps:
Finding Talk About the Past in the Discourse of Non-Historians. - Cosmin Bonchis, Eva Kaslik, Florin Rosu:
HPC optimal parallel communication algorithm for the simulation of fractional-order systems. - Hui Xu, Yangfan Zhou, Yu Kang, Michael R. Lyu:
On Secure and Usable Program Obfuscation: A Survey. - Helen L. Bear, Richard W. Harvey, Yuxuan Lan:
Finding phonemes: improving machine lip-reading. - Patrick Bisenius, Elisabetta Bergamini, Eugenio Angriman, Henning Meyerhenke:
Computing Top-k Closeness Centrality in Fully-dynamic Graphs. - Elisabetta Bergamini, Tanya Gonser, Henning Meyerhenke:
Scaling up Group Closeness Maximization. - Myrian Noguera Salinas, Adolfo Gustavo Serra Seca Neto, Maria Cláudia Figueiredo Pereira Emer:
Concerns and Limitations in Agile Software Development: A Survey with Paraguayan Companies. - Xiangteng He, Yuxin Peng, Junjie Zhao:
Fast Fine-grained Image Classification via Weakly Supervised Discriminative Localization. - Helen L. Bear, Richard W. Harvey:
Decoding visemes: improving machine lipreading. - Yavuz Yapici, Ismail Güvenç, Yuichi Kakishima:
A MAP-Based Layered Detection Algorithm and Outage Analysis over MIMO Channels. - Qiwen Wang, Mikael Skoglund:
Secure Private Information Retrieval from Colluding Databases with Eavesdroppers. - George C. Alexandropoulos, Kostas P. Peppas:
Secrecy Outage Analysis over Correlated Composite Nakagami-mΓ Fading Channels. - Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Person Re-Identification with Vision and Language. - Ekant Sharma, Rohit Budhiraja, Kasturi Vasudevan:
Multi-Pair Two Way AF Full-Duplex Massive MIMO Relaying with ZFR/ZFT Processing. - Daniel Berio, Memo Akten, Frederic Fol Leymarie, Mick Grierson, Réjean Plamondon:
Calligraphic Stylisation Learning with a Physiologically Plausible Model of Movement and Recurrent Neural Networks. - Nasim Nematzadeh, David M. W. Powers:
The Cafe Wall Illusion: Local and Global Perception from multiple scale to multiscale. - Saqib Shamsi, Bhanu Pratap Singh Rawat, Manya Wadhwa:
Group Affect Prediction Using Emotion Heatmaps and Scene Information. - Varun Arvind, Anthony B. Costa, Marcus A. Badgeley, Samuel K. Cho, Eric K. Oermann:
Wide and deep volumetric residual networks for volumetric image classification. - Mai Xu, Tianyi Li, Zulin Wang, Xin Deng, Zhenyu Guan:
Reducing Complexity of HEVC: A Deep Learning Approach. - Hamzeh Ghasemzadeh:
Multi-layer architecture for efficient steganalysis of Undermp3cover in multi-encoder scenario. - Xuemei Xie, Yuxiang Wang, Guangming Shi, Chenye Wang, Jiang Du, Zhifu Zhao:
Adaptive Measurement Network for CS Image Reconstruction. - Hamid Reza Shahdoosti:
Robust non-local means filter for ultrasound image denoising. - Aditya Sriram, Shivam Kalra, Hamid R. Tizhoosh, Shahryar Rahnamayan:
Learning Autoencoded Radon Projections. - Bill S. Lin, Kevin Michael, Shivam Kalra, Hamid R. Tizhoosh:
Skin Lesion Segmentation: U-Nets versus Clustering. - Meghana Dinesh Kumar, Morteza Babaie, Shujin Zhu, Shivam Kalra, Hamid R. Tizhoosh:
A Comparative Study of CNN, BoVW and LBP for Classification of Histopathological Images. - Yu-Neng Chuang, Zi-Yu Huang, Yen-Lung Tsai:
Variational Grid Setting Network. - David Freire-Obregón, Fabio Narducci, Silvio Barra, Modesto Castrillón Santana:
Deep learning for source camera identification on mobile devices. - Safar Irandoust-Pakchin, Aydin Ayanzadeh, Siamak Beikzadeh:
Gaussian Three-Dimensional kernel SVM for Edge Detection Applications. - Liang Liu, Wei Yu:
A D2D-based Protocol for Ultra-Reliable Wireless Communications for Industrial Automation. - Christian S. Perone, Evan Calabrese, Julien Cohen-Adad:
Spinal cord gray matter segmentation using deep dilated convolutions. - Hina Tabassum, Ekram Hossain:
Coverage and Rate Analysis for Co-Existing RF/VLC Downlink Cellular Networks. - Stefano Bromuri, Albert Brugués de la Torre, Fabien Dubosson, Michael Ignaz Schumacher:
Indexing the Event Calculus with Kd-trees to Monitor Diabetes. - Helen L. Bear:
Decoding visemes: improving machine lipreading (PhD thesis). - Hila Peleg, Sharon Shoham, Eran Yahav:
Programming Not Only by Example. - Helen L. Bear, Sarah Taylor:
Visual speech recognition: aligning terminologies for better understanding. - Padraig Corcoran, Andrei Gagarin:
Multiple domination models for placement of electric vehicle charging stations in road networks. - Helen L. Bear:
Visual gesture variability between talkers in continuous visual speech. - Qiao-Long Huang, Xiao-Shan Gao:
Sparse Interpolation of Black-box Multivariate Polynomials using Kronecker Type Substitutions. - Kundan Krishna, Satyadev Nandakumar:
Normality of the Ehrenfeucht-Mycielski Sequence. - Abhijit Makhal, Alex K. Goins:
Reuleaux: Robot Base Placement by Reachability Analysis. - Toan Q. Nguyen, David Chiang:
Improving Lexical Choice in Neural Machine Translation. - Andy Zeng, Shuran Song, Kuan-Ting Yu, Elliott Donlon, Francois Robert Hogan, Maria Bauzá, Daolin Ma, Orion Taylor, Melody Liu, Eudald Romo, Nima Fazeli, Ferran Alet, Nikhil Chavan Dafle, Rachel M. Holladay, Isabella Morona, Prem Qu Nair, Druck Green, Ian H. Taylor, Weber Liu, Thomas A. Funkhouser, Alberto Rodriguez:
Robotic Pick-and-Place of Novel Objects in Clutter with Multi-Affordance Grasping and Cross-Domain Image Matching. - David Di Giorgio:
Simple Cortex: A Model of Cells in the Sensory Nervous System. - Helen L. Bear:
Understanding the visual speech signal. - Carl Yang, Kevin Chen-Chuan Chang:
Relationship Profiling over Social Networks: Reverse Smoothness from Similarity to Closeness. - Antonio Roque:
Validating Computer Security Methods: Meta-methodology for an Adversarial Science. - Travis Gesslein, Daniel Scherer, Jens Grubert:
BodyDigitizer: An Open Source Photogrammetry-based 3D Body Scanner. - Aidin Ferdowsi, Anibal Sanjab, Walid Saad, Tamer Basar:
Generalized Colonel Blotto Game. - Ruian Duan, Weiren Wang, Wenke Lee:
Cloaker Catcher: A Client-based Cloaking Detection System. - Yan Sun, Derrick Wing Kwan Ng, Jun Zhu, Robert Schober:
Robust and Secure Resource Allocation for Full-Duplex MISO Multicarrier NOMA Systems. - Mohammed Yousefhussien, David J. Kelbe, Emmett J. Ientilucci, Carl Salvaggio:
A Fully Convolutional Network for Semantic Labeling of 3D Point Clouds. - Vinod Ramaswamy, Dario Paccagnan, Jason R. Marden:
The Impact of Local Information on the Performance of Multiagent Systems. - Maryam Aminian, Mohammad Sadegh Rasooli, Mona T. Diab:
Transferring Semantic Roles Using Translation and Syntactic Information. - Vu Minh Hoang, Tajwar Abrar Aleef, Usama Pervaiz, Yeman Brhane Hagos, Saed Khawaldeh:
Smoothness-based Edge Detection using Low-SNR Camera for Robot Navigation. - Adrian Boteanu, Jacob Arkin, Siddharth Patki, Thomas M. Howard, Hadas Kress-Gazit:
Robot-Initiated Specification Repair through Grounded Language Interaction. - Jose Picado, Sudhanshu Pathak, Arash Termehchy, Alan Fern:
AutoMode: Relational Learning With Less Black Magic. - Hao Qian:
Improving Scientific Workflow with Cloud Offloading. - Yan Michalevsky, Yonatan Winetraub:
SpaceTEE: Secure and Tamper-Proof Computing in Space using CubeSats. - Grigory Yaroslavtsev, Adithya Vadapalli:
Massively Parallel Algorithms and Hardness for Single-Linkage Clustering Under $\ell_p$-Distances. - Sean Wade-McCue, N. Kelly-Boxall, M. McTaggart, Douglas Morrison, Adam W. Tow, J. Erskine, R. Grinover, A. Gurman, T. Hunn, D. Lee, Anton Milan, Trung Pham, G. Rallos, A. Razjigaev, T. Rowntree, R. Smith, K. Vijay, Zheyu Zhuang, Christopher F. Lehnert, Ian David Reid, Peter I. Corke, Jürgen Leitner:
Design of a Multi-Modal End-Effector and Grasping System: How Integrated Design helped win the Amazon Robotics Challenge. - Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang, Ming-Hsuan Yang:
Visual Tracking via Learning Dynamic Patch-based Graph Representation. - Ayaka Takamoto, Mayu Umemura, Mitsuo Yoshida, Kyoji Umemura:
Improving Compression Based Dissimilarity Measure for Music Score Analysis. - Hang Ma, Jingxing Yang, Liron Cohen, T. K. Satish Kumar, Sven Koenig:
Feasibility Study: Moving Non-Homogeneous Teams in Congested Video Game Environments. - Dongyu Zhang, Liang Lin, Tianshui Chen, Xian Wu, Wenwei Tan, Ebroul Izquierdo:
Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning. - Xiaodan Liang, Yunchao Wei, Liang Lin, Yunpeng Chen, Xiaohui Shen, Jianchao Yang, Shuicheng Yan:
Learning to Segment Human by Watching YouTube. - Zhixian Lei, Yueqi Sheng:
Sum of Square Proof for Brascamp-Lieb Type Inequality. - Junxuan Li:
Secrets in Computing Optical Flow by Convolutional Networks. - Haiping Huang:
Mean-field theory of input dimensionality reduction in unsupervised deep neural networks. - Min Qiu, Lei Yang, Yixuan Xie, Jinhong Yuan:
On the Design of Multi-Dimensional Irregular Repeat-Accumulate Lattice Codes. - Dimitrios Sikeridis, Ioannis Papapanagiotou, Bhaskar Prasad Rimal, Michael Devetsikiotis:
A Comparative Taxonomy and Survey of Public Cloud Infrastructure Vendors. - Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Cross-Language Question Re-Ranking. - Preslav Nakov:
Semantic Sentiment Analysis of Twitter Data. - Ruben Hühnerbein, Fabrizio Savarino, Freddie Åström, Christoph Schnörr:
Image Labeling Based on Graphical Models Using Wasserstein Messages and Geometric Assignment. - Shafiq R. Joty, Francisco Guzmán, Lluís Màrquez, Preslav Nakov:
Discourse Structure in Machine Translation Evaluation. - Siddhartha Gairola, Yash Kumar Lal, Vaibhav Kumar, Dhruv Khattar:
A Neural Clickbait Detection Engine. - Davide Bilò, Feliciano Colella, Luciano Gualà, Stefano Leucci, Guido Proietti:
An Improved Algorithm for Computing All the Best Swap Edges of a Tree Spanner. - Omar J. Faqir, Eric C. Kerrigan, Deniz Gündüz:
Joint optimization of transmission and propulsion in aerial communication networks. - Martin Cooney, Sepideh Pashami, Yuantao Fan, Anita Pinheiro Sant'Anna, Yinrong Ma, Tianyi Zhang, Yuwei Zhao, Wolfgang Hotze, Jeremy Heyne, Cristofer Englund, Achim J. Lilienthal, Tom Ziemke:
Exploring home robot capabilities by medium fidelity prototyping. - Mark Noone, Aidan Mooney:
Visual and Textual Programming Languages: A Systematic Review of the Literature. - Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Béatrice Cochener, Gwenolé Quellec:
Monitoring tool usage in cataract surgery videos using boosted convolutional and recurrent neural networks. - Zehui Xiong, Shaohan Feng, Dusit Niyato, Ping Wang, Zhu Han:
Edge Computing Resource Management and Pricing for Mobile Blockchain. - Clemens Hoffmann, Hendrik Molter, Manuel Sorge:
The Parameterized Complexity of Centrality Improvement in Networks. - Billy Pik Lik Lau, Nipun Wijerathne, Benny Kai Kiat Ng, Chau Yuen:
Sensor Fusion for Public Space Utilization Monitoring in a Smart City. - Sohail Payami, Naveen Mysore Balasubramanya, Mathini Sellathurai:
Hybrid Beamforming in Frequency Selective Massive MIMO Systems: A Single-Carrier or a Multicarrier Problem? - Yoshiki Mitsui, Daichi Kitamura, Norihiro Takamune, Hiroshi Saruwatari, Yu Takahashi, Kazunobu Kondo:
Independent Low-Rank Matrix Analysis Based on Parametric Majorization-Equalization Algorithm. - Qiaodong Cui, Victor Fragoso, Chris Sweeney, Pradeep Sen:
GraphMatch: Efficient Large-Scale Graph Construction for Structure from Motion. - Elisabeth de Carvalho, Dirk T. M. Slock:
Cramér-Rao Bounds for Blind Multichannel Estimation. - Zhiguo Zhou, Zhi-Jie Zhou, Hongxia Hao, Shulong Li, Xi Chen, You Zhang, Michael Folkert, Jing Wang:
Constructing multi-modality and multi-classifier radiomics predictive models through reliable classifier fusion. - Naoise Holohan, Spiros Antonatos, Stefano Braghin, Pol Mac Aonghusa:
(k, ε)-Anonymity: k-Anonymity with ε-Differential Privacy. - Wouter Kuijper, Victor Ermolaev, Olivier Devillers:
Celestial Walk: A Terminating Oblivious Walk for Convex Subdivisions. - Matthias Feldotto, Martin Gairing, Grammateia Kotsialou, Alexander Skopalik:
Computing Approximate Pure Nash Equilibria in Shapley Value Weighted Congestion Games. - Félix A. Miranda-Villatoro, Fulvio Forni, Rodolphe Sepulchre:
Analysis of Lur'e dominant systems in the frequency domain. - Bar Y. Peled, Vikas K. Mishra, Avishy Y. Carmi:
Computing by nowhere increasing complexity. - Kun Ho Kim, Oisin Mac Aodha, Pietro Perona:
Context Embedding Networks. - Dokhyam Hoshen, Michael Werman:
IQ of Neural Networks. - Kyongmin Yeo:
Model-free prediction of noisy chaotic time series by deep learning. - Yuanfang Chen, Falin Chen, Yizhi Ren, Ting Wu, Ye Yao:
DeepTFP: Mobile Time Series Data Analytics based Traffic Flow Prediction. - Dhruv Shah, Sebastian A. Scherer:
Robust Localization of an Arbitrary Distribution of Radioactive Sources for Aerial Inspection. - Xuhang Ying, Radha Poovendran, Sumit Roy:
Detecting LTE-U Duty Cycling Misbehavior for Fair Sharing with Wi-Fi in Shared Bands. - Jonathan Krause, Varun Gulshan, Ehsan Rahimy, Peter Karth, Kasumi Widner, Gregory S. Corrado, Lily Peng, Dale R. Webster:
Grader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy. - Holger Dell:
Note on "The Complexity of Counting Surjective Homomorphisms and Compactions". - Tomasz Kusmierczyk, Kjetil Nørvåg:
Determining Impact of Social Media Badges through Joint Clustering of Temporal Traces and User Features. - Zhiyuan Liu, Soumya Kundu, Lijun Chen, Enoch Yeung:
Decomposition of Nonlinear Dynamical Systems Using Koopman Gramians. - Fulvio Forni, Rodolphe Sepulchre:
Differential dissipativity theory for dominance analysis. - Siddharth Pal, Feng Yu, Terrence J. Moore, Ram Ramanathan, Amotz Bar-Noy, Ananthram Swami:
An efficient alternative to Ollivier-Ricci curvature based on the Jaccard metric. - Seyed Ali Ossia, Ali Shahin Shamsabadi, Ali Taheri, Kleomenis Katevas, Hamid R. Rabiee, Nicholas D. Lane, Hamed Haddadi:
Privacy-Preserving Deep Inference for Rich User Data on The Cloud. - Audrey Richard, Christoph Vogel, Maros Blaha, Thomas Pock, Konrad Schindler:
Semantic 3D Reconstruction with Finite Element Bases. - (Withdrawn) Distributed Multiple Access with an Enhanced Physical-Link Layer Interface, Part I: Single Transmission Option.
- Kirsten Koolstra, Jeroen Hendrikus Fransiscus Van Gemert, Peter Börnert, Andrew G. Webb, Rob Remis:
Accelerating CS in Parallel Imaging Reconstructions Using an Efficient and Effective Circulant Preconditioner. - Ke Yan, Xiaosong Wang, Le Lu, Ronald M. Summers:
DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations. - Yedendra Babu Shrinivasan, Yunfeng Zhang:
CELIO: An application development framework for interactive spaces. - Yunfeng Zhang:
Combining absolute and relative pointing for fast and accurate distant interaction. - Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto, Chris Biemann:
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl. - Davide Bilò, Pascal Lenzner:
On the Tree Conjecture for the Network Creation Game. - Anna Knezevic, Greg Cohen:
Some facts on Permanents in Finite Characteristics. - Aodong Li, Shiyue Zhang, Dong Wang, Thomas Fang Zheng:
Enhanced Neural Machine Translation by Learning from Draft. - Ashish Tapdiya, Yuan Xue, Daniel Fabbri:
A Comparative Analysis of Materialized Views Selection and Concurrency Control Mechanisms in NoSQL Databases. - Kenneth C. Arnold, Kai-Wei Chang, Adam Tauman Kalai:
Counterfactual Language Model Adaptation for Suggesting Phrases. - Yi-Jun Chang, Varsha Dani, Thomas P. Hayes, Qizheng He, Wenzheng Li, Seth Pettie:
The Energy Complexity of Broadcast. - Paola Gabriela Vinueza Naranjo, Zahra Pooranian, Mohammad Shojafar, Mauro Conti, Rajkumar Buyya:
FOCAN: A Fog-supported Smart City Network Architecture for Management of Applications in the Internet of Everything Environments. - Rui Tang, Yuhan Wang, Darren Cosker, Wenbin Li:
Automatic Structural Scene Digitalization. - Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz:
Syntactic and Semantic Features For Code-Switching Factored Language Models. - Danfei Xu, Suraj Nair, Yuke Zhu, Julian Gao, Animesh Garg, Li Fei-Fei, Silvio Savarese:
Neural Task Programming: Learning to Generalize Across Hierarchical Tasks. - Ryan Pilgrim:
Source Coding Optimization for Distributed Average Consensus. - Bailey Kong, Charless C. Fowlkes:
Energy-Based Spherical Sparse Coding. - Cécile Robin, James O'Neill, Paul Buitelaar:
Automatic Taxonomy Generation - A Use-Case in the Legal Domain. - (Withdrawn) Track Xplorer: A System for Visual Analysis of Sensor-based Motor Activity Predictions.
- Navid Tafaghodi Khajavi:
Latent Tree Approximation in Linear Model. - Tomonori Kouya:
Tuning Technique for Multiple Precision Dense Matrix Multiplication using Prediction of Computational Time. - Tarik Tosun, Jonathan Daudelin, Gangyuan Jing, Hadas Kress-Gazit, Mark E. Campbell, Mark Yim:
Perception-Informed Autonomous Environment Augmentation With Modular Robots. - Oren Lederman, Dan Calacci, Angus MacMullen, Daniel C. Fehder, Fiona E. Murray, Alex 'Sandy' Pentland:
Open Badges: A Low-Cost Toolkit for Measuring Team Communication and Dynamics. - Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis:
Finite Time Identification in Unstable Linear Systems. - Niranjan Kamat, Arnab Nandi:
InfiniViz: Interactive Visual Exploration using Progressive Bin Refinement. - Ameera Chowdhury, Alexander Vardy:
Improved Schemes for Asymptotically Optimal Repair of MDS Codes. - Peter Beelen, Lingfei Jin:
Explicit MDS Codes with Complementary Duals. - Shiva Geraee, Hamed Mohammadbagherpoor, Mehdi Shafiei, Majid Valizadeh, Farshad Montazeri, Mohammad Reza Feyzi:
A Modified DTC with Capability of Regenerative Braking Energy in BLDC driven Electric Vehicles Using Adaptive Control Theory. - Lingfei Jin, Yuan Luo, Chaoping Xing:
Efficiently repairing algebraic geometry codes. - Faris B. Mismar, Brian L. Evans:
Partially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling. - Neeraj Varshney, Adarsh Patel, Aditya K. Jagannatham:
Diffusion Based Cooperative Molecular Communication in Nano-Networks. - Arif Mohaimin Sadri, Samiul Hasan, Satish V. Ukkusuri, Manuel Cebrián:
Crisis Communication Patterns in Social Media during Hurricane Sandy. - Chaomei Chen:
Eugene Garfield's Scholarly Impact: A Scientometric Review. - Johannes Fischer, Florian Kurpicz:
Dismantling DivSufSort. - Luiza Mici, German Ignacio Parisi, Stefan Wermter:
A self-organizing neural network architecture for learning human-object interactions. - Yuedong Xu, Yifan Zhou, Yifan Mao, Xu Chen, Xiang Li:
Can Early Joining Participants Contribute More? - Timeliness Sensitive Incentivization for Crowdsensing. - Richard T. Marriott, Alexander Pashevich, Radu Horaud:
Plane-extraction from depth-data using a Gaussian mixture regression model. - Esben Jannik Bjerrum, Mads Glahder, Thomas Skov:
Data Augmentation of Spectral Data for Convolutional Neural Network (CNN) Based Deep Chemometrics. - Maheswara Rao Valluri:
NTRUCipher-Lattice Based Secret Key Encryption. - Arnaud Durand, Anselm Haak, Heribert Vollmer:
Model-Theoretic Characterizations of Boolean and Arithmetic Circuit Classes of Small Depth. - Christoph Treude, Larissa Leite, Mauricio Finavaro Aniche:
Unusual Events in GitHub Repositories. - Herman Kamper, Gregory Shakhnarovich, Karen Livescu:
Semantic keyword spotting by learning from images and speech. - Nieves R. Brisaboa, Travis Gagie, Adrián Gómez-Brandón, Gonzalo Navarro, José R. Paramá:
Efficient Compression and Indexing of Trajectories. - Giorgio Ausiello, Paolo Giulio Franciosa, Isabella Lari, Andrea Ribichini:
Max flow vitality in general and planar graphs. - B. R. Erick Peirson, Erin Bottino, Julia L. Damerow, Manfred D. Laubichler:
Quantitative Perspectives on Fifty Years of the Journal of the History of Biology. - Robin Andre, Sebastian Schlag, Christian Schulz:
Memetic Multilevel Hypergraph Partitioning. - Yassine Hamoudi:
Simultaneous Multiparty Communication Complexity of Composed Functions. - Xinyue Cao, Thai Le, Jason Zhang:
Machine Learning Based Detection of Clickbait Posts in Social Media. - Graham Cormode, Jacques Dark:
Fast Sketch-based Recovery of Correlation Outliers. - James Usevitch, Dimitra Panagou:
r-Robustness and (r, s)-Robustness of Circulant Graphs. - Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang:
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks. - Qi Liao, Paolo Baracca, David López-Pérez, Lorenzo Galati-Giordano:
Resource Scheduling for Mixed Traffic Types with Scalable TTI in Dynamic TDD Systems. - Paris V. Giampouras, Athanasios A. Rontogiannis, Konstantinos D. Koutroumbas:
Alternating Iteratively Reweighted Minimization Algorithms for Low-Rank Matrix Factorization. - Guillaume Bagan, Fairouz Beggas, Mohammed Haddad, Hamamache Kheddouci:
Complexity of Edge Monitoring on Some Graph Classes. - Daniel Augot, Hervé Chabanne, Thomas Chenevier, William George, Laurent Lambert:
A User-Centric System for Verified Identities on the Bitcoin Blockchain. - Adrian Barberis, Danny Radosevich, Wyatt Emery, Mike Borowczak:
Portable Tor Router: Easily Enabling Web Privacy for Consumers. - Abhrajit Sengupta, Satwik Patnaik, Johann Knechtel, Mohammed Ashraf, Siddharth Garg, Ozgur Sinanoglu:
Rethinking Split Manufacturing: An Information-Theoretic Approach with Secure Layout Techniques. - Thomas W. Cusick:
Weight = nonlinearity for all small weight Boolean functions. - Noman Islam, Zubair Ahmed Shaikh, Aqeel-ur Rehman, Muhammad Shahab Siddiqui:
HANDY: A Hybrid Association Rules Mining Approach for Network Layer Discovery of Services for Mobile Ad hoc Network. - Filipp Valovich, Francesco Aldà:
Computational Differential Privacy from Lattice-based Cryptography. - Feng Li, Yingjie Yao, Peihua Li, David Zhang, Wangmeng Zuo, Ming-Hsuan Yang:
Integrating Boundary and Center Correlation Filters for Visual Tracking with Aspect Ratio Variation. - Leslie Barrett, Wayne Krug, Zefu Lu, Karin D. Martin, Roberto Martin, Alexandra Ortan, Anu Pradhan, Alexander Sherman, Michael W. Sherman, Ryon Smey, Trent Wenzel:
Civil Asset Forfeiture: A Judicial Perspective. - Lucca Hirschi, David Baelde, Stéphanie Delaune:
A method for unbounded verification of privacy-type properties. - Frederik Mallmann-Trenn, Claire Mathieu, Victor Verdugo:
Skyline Computation with Noisy Comparisons. - Rachel K. Kalaimani, Milan Jain, Srinivasan Keshav, Catherine Rosenberg:
On the Interaction between Personal Comfort Systems and Centralized HVAC Systems in Office Buildings. - W. M. L. T. Weerakoon, T. W. U. Madhushani, D. H. S. Maithripala, Jordan M. Berg:
Feedback Regularization and Geometric PID Control for Robust Stabilization of a Planar Three-link Hybrid Bipedal Walking Model. - Elisa Gorla, Alberto Ravagnani:
Codes Endowed With the Rank Metric. - Jyotirmoy V. Deshmukh, Xiaoqing Jin, Rupak Majumdar, Vinayak S. Prabhu:
Parameter Optimization in Control Software using Statistical Fault Localization Techniques. - Ignacio Cases, Minh-Thang Luong, Christopher Potts:
On the Effective Use of Pretraining for Natural Language Inference. - Paul Bergmann, Rui Wang, Daniel Cremers:
Online Photometric Calibration for Auto Exposure Video for Realtime Visual Odometry and SLAM. - Sreelekha S, Pushpak Bhattacharyya:
Indowordnets help in Indian Language Machine Translation. - George Barmpalias, Andrew Lewis-Pye:
Compression of data streams down to their information content. - Sreelekha S, Pushpak Bhattacharyya:
Morphology Generation for Statistical Machine Translation. - Jens B. Stephansen, Aditya Ambati, Eileen B. Leary, Hyatt E. Moore IV, Oscar Carrillo, Ling Lin, Birgit Högl, Ambra Stefani, Seung Chul Hong, Tae Won Kim, Fabio Pizza, Giuseppe Plazzi, Stefano Vandi, Elena Antelmi, Dimitri Perrin, Samuel T. Kuna, Paula K. Schweitzer, Clete Kushida, Paul E. Peppard, Poul Jennum, Helge B. D. Sørensen, Emmanuel Mignot:
The use of neural networks in the analysis of sleep stages and the diagnosis of narcolepsy. - Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov:
Machine Translation Evaluation with Neural Networks. - Sreelekha S, Pushpak Bhattacharyya:
Phrase Pair Mappings for Hindi-English Statistical Machine Translation. - Amir Najafi, Abolfazl S. Motahari, Hamid R. Rabiee:
Reliable Learning of Bernoulli Mixture Models. - Yu Zhang, Srikanta Tirthapura, Graham Cormode:
Learning Graphical Models from a Distributed Stream. - Lorenzo De Stefani, Erisa Terolli, Eli Upfal:
Tiered Sampling: An Efficient Method for Approximate Counting Sparse Motifs in Massive Graph Streams. - Abhijit Makhal, Federico Thomas, Alba Perez Gracia:
Grasping Unknown Objects in Clutter by Superquadric Representation. - Vladislav Golyanik, Kihwan Kim, Robert Maier, Matthias Nießner, Didier Stricker, Jan Kautz:
Multiframe Scene Flow with Piecewise Rigid Motion. - Patrick Slade, Siobhan Powell, Michael F. Howland:
Optimal control of a single leg hopper by Liouvillian system reduction. - Nick Antipa, Grace Kuo, Reinhard Heckel, Ben Mildenhall, Emrah Bostan, Ren Ng, Laura Waller:
DiffuserCam: Lensless Single-exposure 3D Imaging. - Shun Zhang, Jia-Bin Huang, Jongwoo Lim, Yihong Gong, Jinjun Wang, Narendra Ahuja, Ming-Hsuan Yang:
Tracking Persons-of-Interest via Unsupervised Representation Adaptation. - Qilian Yu, Hang Li, Yun Liao, Shuguang Cui:
Fast Budgeted Influence Maximization over Multi-Action Event Logs. - Carlos Galindo, Fernando Hernando, Diego Ruano:
Classical and Quantum Evaluation Codes at the Trace Roots. - Çagatay Demiralp:
Clustrophile: A Tool for Visual Clustering Analysis. - Qiang Ha:
A study of Thompson Sampling with Parameter h. - Aria HasanzadeZonuzy, Sina Arefizadeh, Alireza Talebpour, Srinivas Shakkottai, Swaroop Darbha:
Collaborative Platooning of Automated Vehicles Using Variable Time-Gaps. - Benjamin Heinzerling, Michael Strube:
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages. - Juan Castorena, Siddharth Agarwal:
Ground Edge based LIDAR Localization without a Reflectivity Calibration for Autonomous Driving. - Mikolás Janota:
QFUN: Towards Machine Learning in QBF. - Suraj Narayanan Sasikumar:
Exploration in Feature Space for Reinforcement Learning. - Han Guo, Namrata Vaswani:
Video Denoising and Enhancement via Dynamic Video Layering. - Gustav Sourek, Martin Svatos, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka:
Stacked Structure Learning for Lifted Relational Neural Networks. - Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael Witbrock, Mark Hasegawa-Johnson, Thomas S. Huang:
Dilated Recurrent Neural Networks. - Hannah Bast, Patrick Brosi, Sabine Storandt:
Efficient Generation of Geographically Accurate Transit Maps. - Tobias Hagge, Panos Stinis, Enoch Yeung, Alexandre M. Tartakovsky:
Solving differential equations with unknown constitutive relations as recurrent neural networks. - Son N. Tran, Srikanth Cherla, Artur S. d'Avila Garcez, Tillman Weyde:
The Recurrent Temporal Discriminative Restricted Boltzmann Machines. - Chin-Wei Huang, Ahmed Touati, Laurent Dinh, Michal Drozdzal, Mohammad Havaei, Laurent Charlin, Aaron C. Courville:
Learnable Explicit Density for Continuous Latent Space and Variational Inference. - Lucas G. S. Jeub, Olaf Sporns, Santo Fortunato:
Multiresolution Consensus Clustering in Networks. - Xuan Guang, Raymond W. Yeung, Shenghao Yang, Congduan Li:
Improved Upper Bound on the Network Function Computing Capacity. - Chaitanya Ahuja, Louis-Philippe Morency:
Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling. - Long Sha, Patrick Lucey, Stephan Zheng, Taehwan Kim, Yisong Yue, Sridha Sridharan:
Fine-Grained Retrieval of Sports Plays using Tree-Based Alignment of Trajectories. - Roopal Nahar, Akanksha Baranwal, K. Madhava Krishna:
FPGA based Parallelized Architecture of Efficient Graph based Image Segmentation Algorithm. - Sejoon Oh, Namyong Park, Lee Sael, U Kang:
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries. - Zhe Li, San Ling, Chaoping Xing, Sze Ling Yeo:
On the Closest Vector Problem for Lattices Constructed from Polynomials and Their Cryptographic Applications. - Alexander Berardino, Johannes Ballé, Valero Laparra, Eero P. Simoncelli:
Eigen-Distortions of Hierarchical Representations. - Adit Krishnan, Aravind Sankar, Shi Zhi, Jiawei Han:
Unsupervised Concept Categorization and Extraction from Scientific Document Titles. - Ivana Nikoloska, Nikola Zlatanov, Zoran Hadzi-Velkov:
Capacity of a Full-Duplex Wirelessly Powered Communication System with Self-Interference and Processing Cost. - Donghyun Yoo, Haoqi Fan, Vishnu Naresh Boddeti, Kris M. Kitani:
Efficient K-Shot Learning with Regularized Deep Networks. - Yifei Teng, Anny Zhao, Camille Goudeseune:
Generating Nontrivial Melodies for Music as a Service. - Stefano Ferretti, Gabriele D'Angelo, Vittorio Ghini, Moreno Marzolla:
The Quest for Scalability and Accuracy in the Simulation of the Internet of Things: an Approach based on Multi-Level Simulation. - Lars Hertel, Erhardt Barth, Thomas Käster, Thomas Martinetz:
Deep Convolutional Neural Networks as Generic Feature Extractors. - Cedomir Stefanovic, Enrico Paolini, Gianluigi Liva:
Asymptotic Performance of Coded Slotted ALOHA with Multi Packet Reception. - Van Hoa Nguyen, Yvon Besanger, Quoc Tuan Tran, Cédric Boudinnet, Tung Lam Nguyen, Ron Brandl, Thomas I. Strasser:
Using Power-Hardware-in-the-Loop Experiments together with Co-simulation for the Holistic Validation of Cyber-Physical Energy Systems. - Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Daniel Horgan, Bilal Piot, Mohammad Gheshlaghi Azar, David Silver:
Rainbow: Combining Improvements in Deep Reinforcement Learning. - Fedor V. Fomin, Petr A. Golovach, Daniel Lokshtanov, Saket Saurabh:
Covering vectors by spaces: Regular matroids. - Van Hoa Nguyen, Yvon Besanger, Quoc Tuan Tran, Tung Lam Nguyen, Cédric Boudinet, Ron Brandl, Frank Marten, Achilleas Markou, Panos Kotsampopoulos, Arjen A. van der Meer, Effren Guillo-Sansano, Georg Lauss, Thomas I. Strasser, Kai Heussen:
Real-Time Simulation and Hardware-in-the-Loop Approaches for Integrating Renewable Energy Sources into Smart Grids: Challenges & Actions. - Farnoosh Heidarivincheh, Majid Mirmehdi, Dima Damen:
Detecting the Moment of Completion: Temporal Models for Localising Action Completion. - Thomas I. Strasser, Cyndi Moyo, Roland Bründlinger, Sebastian Lehnhoff, Marita Blank, Peter Palensky, Arjen A. van der Meer, Kai Heussen, Oliver Gehrke, J. Emilio Rodriguez, Julia Merino, Carlo Sandroni, Maurizio Verga, Mihai Calin, Ata M. Khavari, Maria Sosnina, Erik de Jong, Sebastian Rohjans, Anna Kulmala, Kari Mäki, Ron Brandl, Federico Coffele, Graeme M. Burt, Panos Kotsampopoulos, Nikos D. Hatziargyriou:
An Integrated Research Infrastructure for Validating Cyber-Physical Energy Systems. - Cornelius Steinbrink, Sebastian Lehnhoff, Sebastian Rohjans, Thomas I. Strasser, Edmund Widl, Cyndi Moyo, Georg Lauss, Felix Lehfuss, Mario Faschang, Peter Palensky, Arjen A. van der Meer, Kai Heussen, Oliver Gehrke, Effren Guillo-Sansano, Mazheruddin H. Syed, Abdullah A. S. Emhemed, Ron Brandl, Van Hoa Nguyen, Ata M. Khavari, Quoc Tuan Tran, Panos Kotsampopoulos, Nikos D. Hatziargyriou, Akroud Akroud, Evangelos Rikos, Merkebu Z. Degefa:
Simulation-based Validation of Smart Grids - Status Quo and Future Research Trends. - Jean Stawiaski:
A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation. - Wim Martens, Tina Trautner:
Enumeration Problems for Regular Path Queries. - Shuming Ma, Xu Sun:
A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification. - Diogo C. Luvizon, Hedi Tabia, David Picard:
Human Pose Regression by Combining Indirect Part Detection and Contextual Information. - Simon Duquennoy, Joakim Eriksson, Thiemo Voigt:
Five-Nines Reliable Downward Routing in RPL. - Karin Quaas, Mahsa Shirmohammadi:
Synchronizing Data Words for Register Automata. - Paul-André Melliès, Léo Stefanesco:
A Game Semantics of Concurrent Separation Logic. - Lei Huang, Xianglong Liu, Bo Lang, Bo Li:
Projection Based Weight Normalization for Deep Neural Networks. - Matthias Frey, Igor Bjelakovic, Slawomir Stanczak:
The MAC Resolvability Region, Semantic Security and Its Operational Implications. - Pavel Král, Ladislav Lenc:
Czech Text Document Corpus v 2.0. - Noman Akbar, Shihao Yan:
Active Attack on User Load Achieving Pilot Design in Massive MIMO Networks. - Zeeshan Kaleem, Mubashir Husain Rehmani:
Amateur Drone Monitoring: State-of-the-Art Architectures, Key Enabling Technologies, and Future Research Directions. - Sreelekha S, Pushpak Bhattacharyya:
Bilingual Words and Phrase Mappings for Marathi and Hindi SMT. - Noman Islam, Ghazala Shafi Shaikh:
Towards a disaster response system based on cognitive radio ad hoc networks. - Felipe Codevilla, Matthias Müller, Alexey Dosovitskiy, Antonio M. López, Vladlen Koltun:
End-to-end Driving via Conditional Imitation Learning. - Nan Duan, Kai Sun:
Stochastic Power System Simulation Using the Adomian Decomposition Method. - Nikolaus Vahrenkamp, Eduard Koch, Mirko Wächter, Tamim Asfour:
Planning High-Quality Grasps using Mean Curvature Object Skeletons. - James Henderson:
Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics. - Zhongshun Zhang, Lifeng Zhou, Pratap Tokekar:
Strategies to Design Signals to Spoof Kalman Filter. - Miriam Chappelka, Jihwan Oh, Dorris Scott, Mizzani Walker-Holmes:
Food for Thought: Analyzing Public Opinion on the Supplemental Nutrition Assistance Program. - Bernease Herman, Gundula Proksch, Rachel Berney, Hillary Dawkins, Jacob Kovacs, Yahui Ma, Jacob Rich, Amanda Tan:
Data science for urban equity: Making gentrification an accessible topic for data scientists, policymakers, and the community. - Constantine E. Kontokosta, Boyeong Hong, Kristi Korsberg:
Equity in 311 Reporting: Understanding Socio-Spatial Differentials in the Propensity to Complain. - Rachael Weiss Riley, Jacob Kang-Brown, Chris Mulligan, Vinod Valsalam, Soumyo Chakraborty, Christian Henrichson:
Exploring the Urban - Rural Incarceration Divide: Drivers of Local Jail Incarceration Rates in the U.S. - Jeremy Auerbach, Hayley Barton, Takeria Blunt, Vishwamitra Chaganti, Bhavya Ghai, Amanda Meng, Christopher Blackburn, Ellen W. Zegura, Pamela Flores:
Using data science as a community advocacy tool to promote equity in urban renewal programs: An analysis of Atlanta's Anti-Displacement Tax Fund. - Daniel B. Neill, William Herlands:
Machine Learning for Drug Overdose Surveillance. - Anatoliy Zabrovskiy, Evgeny Petrov, Evgeny Kuzmin, Christian Timmerer:
Evaluation of the Performance of Adaptive HTTP Streaming Systems. - Nabeel Abdur Rehman, Kunal Relia, Rumi Chunara:
Using Sparse Digital Traces to Fill in Individual Level Mobility Timelines. - Hao Li, Zhijian Liu:
Performance Prediction and Optimization of Solar Water Heater via a Knowledge-Based Machine Learning Method. - Daniel Kappler, Franziska Meier, Nathan D. Ratliff, Stefan Schaal:
A New Data Source for Inverse Dynamics Learning. - Monireh Ebrahimi, Amir Hossein Yazdavar, Amit P. Sheth:
On the Challenges of Sentiment Analysis for Dynamic Events. - Tomás Masopust:
Complexity of Deciding Detectability in Discrete Event Systems. - Bo Dai, Dahua Lin:
Contrastive Learning for Image Captioning. - Lei Tai, Jingwei Zhang, Ming Liu, Wolfram Burgard:
Socially-compliant Navigation through Raw Depth Inputs with Generative Adversarial Imitation Learning. - Xuemei Xie, Chenye Wang, Shu Chen, Guangming Shi, Zhifu Zhao:
Real-Time Illegal Parking Detection System Based on Deep Learning. - Devavrat Shah, Qiaomin Xie:
Centralized Congestion Control and Scheduling in a Datacenter. - Juan Julián Merelo Guervós:
Artificial life, complex systems and cloud computing: a short review. - Melissa Greeff, Angela P. Schoellig:
Model Predictive Path-Following for Constrained Differentially Flat Systems. - Kaustubha Mendhurwar, Qing Gu, Vladimir de la Cruz, Sudhir P. Mudur, Tiberiu Popa:
CAMREP- Concordia Action and Motion Repository. - Andrea Tassi, Robert J. Piechocki, Andrew R. Nix:
High-Speed Data Dissemination over Device-to-Device Millimeter-Wave Networks for Highway Vehicular Communication. - Ximena Gutierrez-Vasques, Victor Mijangos:
Low-resource bilingual lexicon extraction using graph based word embeddings. - Chaofan Chen, Cynthia Rudin:
An optimization approach to learning falling rule lists. - Tunga R, Carlos Murguia, Justin Ruths:
Tuning Windowed Chi-Squared Detectors for Sensor Attacks. - Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew R. Nix:
Agile Calibration Process of Full-Stack Simulation Frameworks for V2X Communications. - Sahand Hadizadeh Kafash, Jairo Giraldo, Carlos Murguia, Alvaro A. Cárdenas, Justin Ruths:
Constraining Attacker Capabilities Through Actuator Saturation. - Marc-André Carbonneau, Eric Granger, Ghyslain Gagnon:
Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems. - Tsz Chiu Kwok, Lap Chi Lau, Yin Tat Lee, Akshay Ramachandran:
The Paulsen Problem, Continuous Operator Scaling, and Smoothed Analysis. - Nicolas Boumal, Tamir Bendory, Roy R. Lederman, Amit Singer:
Heterogeneous multireference alignment: a single pass approach. - Danel Ahman:
Fibred Computational Effects. - Umang Bhatt, Shouvik Mani, Edgar Xi, J. Zico Kolter:
Intelligent Pothole Detection and Road Condition Assessment. - Navid Hashemi, Carlos Murguia, Justin Ruths:
A Comparison of Stealthy Sensor Attacks on Control Systems. - Pulkit Budhiraja, Mark Roman Miller, Abhishek K. Modi, David A. Forsyth:
Rotation Blurring: Use of Artificial Blurring to Reduce Cybersickness in Virtual Reality First Person Shooters. - Aaron Jaech, Mari Ostendorf:
Low-Rank RNN Adaptation for Context-Aware Language Modeling. - Shuo Zhang, Khaled Alanezi, Mike Gartrell, Richard Han, Qin Lv, Shivakant Mishra:
Understanding Group Event Scheduling via the OutWithFriendz Mobile Application. - Akash Singh, Chaohui Gong, Howie Choset:
Modelling and Path Planning of Snake Robot in cluttered environment. - Mohammad Mahdi Tajiki, Stefano Salsano, Mohammad Shojafar, Luca Chiaraviglio, Behzad Akbari:
Joint Energy Efficient and QoS-aware Path Allocation and VNF Placement for Service Function Chaining. - Salman Ul Hassan Dar, Tolga Çukur:
A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. - Yijie Peng, Edwin K. P. Chong, Chun-Hung Chen, Michael C. Fu:
Ranking and Selection as Stochastic Control. - N. K. Mapakshi, Justin Chang, K. B. Nakshatrala:
A scalable variational inequality approach for flow through porous media models with pressure-dependent viscosity. - Saurabh Hukerikar, Christian Engelmann:
Pattern-based Modeling of High-Performance Computing Resilience. - Lei Deng, Yinghui He, Ying Zhang, Minghua Chen, Zongpeng Li, Jack Y. B. Lee, Ying Jun Zhang, Lingyang Song:
Device-to-Device Load Balancing for Cellular Networks. - Naama Ben-David, Guy E. Blelloch, Jeremy T. Fineman, Phillip B. Gibbons, Yan Gu, Charles McGuffey, Julian Shun:
Implicit Decomposition for Write-Efficient Connectivity Algorithms. - Yujian Li:
Can Machines Think in Radio Language? - Johannes Schneider:
Topic Modeling based on Keywords and Context. - Saeid Sahraei, Michael Gastpar:
Increasing Availability in Distributed Storage Systems via Clustering. - Hossein Shokri Ghadikolaei, Carlo Fischione, Eytan H. Modiano:
Interference Model Similarity Index and Its Applications to mmWave Networks: Extended version. - Fatima Salahdine:
Spectrum Sensing Techniques For Cognitive Radio Networks. - Johann Knechtel, Ozgur Sinanoglu:
On Mitigation of Side-Channel Attacks in 3D ICs: Decorrelating Thermal Patterns from Power and Activity. - Sang Uk Sagong, Xuhang Ying, Andrew Clark, Linda Bushnell, Radha Poovendran:
Cloaking the Clock: Emulating Clock Skew in Controller Area Networks. - Thomas Fisher, Rajnikant Sharma:
Rudder Augmented Trajectory Correction for Small UAV to Minimize Lateral Image Errors. - Arti D. Yardi, Saravanan Vijayakumaran:
Properties of Syndrome Distribution for Blind Reconstruction of Cyclic Codes. - Qiaozi Gao, Lanbo She, Joyce Y. Chai:
Interactive Learning of State Representation through Natural Language Instruction and Explanation. - Mingbo Ma, Liang Huang, Bing Xiang, Bowen Zhou:
Group Sparse CNNs for Question Classification with Answer Sets. - Mingbo Ma, Dapeng Li, Kai Zhao, Liang Huang:
OSU Multimodal Machine Translation System Report. - Wiktor B. Daszczuk, Maciej Bielecki, Jan Michalski:
Rybu: Imperative-style Preprocessor for Verification of Distributed Systems in the Dedan Environment. - Ebrahim Karami, Siva Prasad, Mohamed S. Shehata:
Image Matching Using SIFT, SURF, BRIEF and ORB: Performance Comparison for Distorted Images. - Ebrahim Karami, Mohamed S. Shehata, Andrew J. Smith:
Image Identification Using SIFT Algorithm: Performance Analysis against Different Image Deformations. - Hiroki Sayama:
Combinatorial Miller-Hagberg Algorithm for Randomization of Dense Networks. - Rong Ge, Holden Lee, Andrej Risteski:
Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo. - Anna Lubiw, Zuzana Masárová, Uli Wagner:
A Proof of the Orbit Conjecture for Flipping Edge-Labelled Triangulations. - Kaustubh Mani, Ishan Verma, Lipika Dey:
Multi-Document Summarization using Distributed Bag-of-Words Model. - Sikang Liu, Kartik Mohta, Nikolay Atanasov, Vijay Kumar:
Search-based Motion Planning for Aggressive Flight in SE(3). - José F. Silva Neto, Waldson P. N. Leandro, Matheus A. Gadelha, Tiago S. Santos, Bruno M. Carvalho, Edgar Garduño:
Texture Fuzzy Segmentation using Skew Divergence Adaptive Affinity Functions. - W. R. Casper, Balu Nadiga:
A New Spectral Clustering Algorithm. - Forrest N. Iandola, Kurt Keutzer:
Keynote: Small Neural Nets Are Beautiful: Enabling Embedded Systems with Small Deep-Neural-Network Architectures. - Eduardo Oliveira, Jomara Bindá, Renato Rocha Lopes, Eduardo Valle:
Paperclickers: Affordable Solution for Classroom Response Systems. - Ngoc Hieu Tran, Zachariah Levine, Lei Xin, Baozhen Shan, Ming Li:
Protein identification with deep learning: from abc to xyz. - Alex Groce, Stefan Leue:
Proceedings 2nd International Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies, CREST@ETAPS 2017, Uppsala, Sweden, 29th April 2017. EPTCS 259, 2017 [contents] - Zheqian Chen, Rongqin Yang, Bin Cao, Zhou Zhao, Deng Cai, Xiaofei He:
Smarnet: Teaching Machines to Read and Comprehend Like Human. - Kristina Nelson, József Solymosi, Foster Tom, Ching Wong:
The number of rational points of hyperelliptic curves over subsets of finite fields. - Tobias Kappé, Paul Brunet, Alexandra Silva, Fabio Zanasi:
Concurrent Kleene Algebra: Free Model and Completeness. - Emmanuel Abbe, Tamir Bendory, William E. Leeb, João Pereira, Nir Sharon, Amit Singer:
Multireference Alignment is Easier with an Aperiodic Translation Distribution. - Berk Akgun, Marwan Krunz, Onur Ozan Koyluoglu:
Vulnerabilities of Massive MIMO Systems Against Pilot Contamination Attacks. - Zhaoxi Fang, Xiaojun Yuan:
DEBIT: Distributed Energy Beamforming and Information Transfer for Multiway Relay Networks. - Alexandr Naumchev, Bertrand Meyer, Manuel Mazzara, Florian Galinier, Jean-Michel Bruel, Sophie Ebersold:
Expressing and verifying embedded software requirements. - Naoki Nishida, Adrián Palacios, Germán Vidal:
Reversible Computation in Term Rewriting. - Wenqiang Pu, Ya-Feng Liu, Junkun Yan, Hongwei Liu, Zhi-Quan Luo:
Optimal Estimation of Sensor Biases for Asynchronous Multi-Sensor Registration. - Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon:
On Reusing Pilots Among Interfering Cells in Massive MIMO. - Vinita Vasudevan, M. Ramakrishna:
A Hierarchical Singular Value Decomposition Algorithm for Low Rank Matrices. - Jizhou Sun, Jianzhong Li, Hong Gao:
Discovery of Paradigm Dependencies. - Xiaopeng Hong, Thuong-Khanh Tran, Guoying Zhao:
Micro-Expression Spotting: A Benchmark. - Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon:
Capacity of Clustered Distributed Storage. - Markku Hinkka, Teemu Lehto, Keijo Heljanko, Alexander Jung:
Structural Feature Selection for Event Logs. - Grant Schoenebeck, Biaoshuai Tao:
Beyond Worst-Case (In)approximability of Nonsubmodular Influence Maximization. - Yanlei Yu, Zhiwu Lu, Jiajun Liu, Guoping Zhao, Ji-Rong Wen, Kai Zheng:
RUM: network Representation learning throUgh Multi-level structural information preservation. - Zeng Yu, Tianrui Li, Ning Yu, Yi Pan, Hongmei Chen, Bing Liu:
Reconstruction of Hidden Representation for Robust Feature Extraction. - Boaz Shuval, Ido Tal:
Fast Polarization for Processes with Memory. - Anoop Kunchukuttan, Pratik Mehta, Pushpak Bhattacharyya:
The IIT Bombay English-Hindi Parallel Corpus. - Maneet Singh, Shruti Nagpal, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar:
Gender and Ethnicity Classification of Iris Images using Deep Class-Encoder. - Vijayasaradhi Indurthi, Subba Reddy Oota:
Clickbait detection using word embeddings. - Mahsa Mirzargar, Ross T. Whitaker, Robert M. Kirby:
Exploration of Heterogeneous Data Using Robust Similarity. - Shruti Nagpal, Maneet Singh, Arushi Jain, Richa Singh, Mayank Vatsa, Afzel Noore:
On Matching Skulls to Digital Face Images: A Preliminary Approach. - Isaac J. Sledge, José C. Príncipe:
Using the Value of Information to Explore Stochastic, Discrete Multi-Armed Bandits. - Subhrajit Bhattacharya, Robert Ghrist:
Path Homotopy Invariants and their Application to Optimal Trajectory Planning. - Ehud Shapiro:
Foundations of Internet-enabled Democracy. - Tomás Masopust, Xiang Yin:
Complexity of Detectability, Opacity and A-Diagnosability for Modular Discrete Event Systems. - Tian Tong, Rohit Negi:
Supermajority Sentiment Detection with External Influence in Large Social Networks. - Doo Re Song, Chuanyu Yang, Christopher McGreavy, Zhibin Li:
Recurrent Network-based Deterministic Policy Gradient for Solving Bipedal Walking Challenge on Rugged Terrains. - Sumegha Garg, Jon Schneider:
The space complexity of mirror games. - Rosaura G. Vidal, Sreya Banerjee, Klemen Grm, Vitomir Struc, Walter J. Scheirer:
UG^2: a Video Benchmark for Assessing the Impact of Image Restoration andEnhancement on Automatic Visual Recognition. - Mingzhe Chen, Ursula Challita, Walid Saad, Changchuan Yin, Mérouane Debbah:
Machine Learning for Wireless Networks with Artificial Intelligence: A Tutorial on Neural Networks. - Shruti Nagpal, Maneet Singh, Richa Singh, Mayank Vatsa, Afzel Noore, Angshul Majumdar:
Face Sketch Matching via Coupled Deep Transform Learning. - Yasmine Badr, Puneet Gupta:
Hotspot-aware DSA Grouping and Mask Assignment. - Alice Lai, Yonatan Bisk, Julia Hockenmaier:
Natural Language Inference from Multiple Premises. - Haresh Karnan, Aritra Biswas, Pranav Vaidik Dhulipala, Jan Dufek, Robin R. Murphy:
Visual Servoing of Unmanned Surface Vehicle from Small Tethered Unmanned Aerial Vehicle. - Yuke Li, A. Stephen Morse, Ji Liu, Tamer Basar:
Countries' Survival in Networked International Environments. - Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling:
Does Normalization Methods Play a Role for Hyperspectral Image Classification? - Haijun Zhang, Hao Liu, Julian Cheng, Victor C. M. Leung:
Downlink Energy Efficiency of Power Allocation and Wireless Backhaul Bandwidth Allocation in Heterogeneous Small Cell Networks. - Daniel Augot, Hervé Chabanne, Olivier Clémot, William George:
Transforming face-to-face identity proofing into anonymous digital identity using the Bitcoin blockchain. - Syed Taha Ali, Dylan Clarke, Patrick McCorry:
The Nuts and Bolts of Micropayments: A Survey. - Benjamin Sliwa, Johannes Pillmann, Fabian Eckermann, Lars Habel, Michael Schreckenberg, Christian Wietfeld:
Lightweight Joint Simulation of Vehicular Mobility and Communication with LIMoSim. - Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang:
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec. - Alexandros Papangelis, Panagiotis Papadakos, Margarita Kotti, Yannis Stylianou, Yannis Tzitzikas, Dimitris Plexousakis:
LD-SDS: Towards an Expressive Spoken Dialogue System based on Linked-Data. - Vineel Kumar Veludandi, Kasturi Vasudevan:
Linear Prediction based Data Detection of Convolutional Coded DQPSK in SIMO-OFDM. - Alexander Hann, Lucas Bettac, Mark Martin Haenle, Tilmann Graeter, Andreas W. Berger, Jens Dreyhaupt, Dieter Schmalstieg, Wolfram G. Zoller, Jan Egger:
Algorithm guided outlining of 105 pancreatic cancer liver metastases in Ultrasound. - Ke Zhang, Ce Gao, Liru Guo, Miao Sun, Xingfang Yuan, Tony X. Han, Zhenbing Zhao, Baogang Li:
Age Group and Gender Estimation in the Wild with Deep RoR Architecture. - Sharath Adavanne, Tuomas Virtanen:
A report on sound event detection with different binaural features. - Sharath Adavanne, Tuomas Virtanen:
Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network. - Gregor Wiedemann, Gerhard Heyer:
Page Stream Segmentation with Convolutional Neural Nets Combining Textual and Visual Features. - Yanyu Xu, Junru Wu, Nianyi Li, Shenghua Gao, Jingyi Yu:
Personalized Saliency and its Prediction. - Marco Jacopo Ferrarotti, Sergio Decherchi, Walter Rocchia:
Distributed Kernel K-Means for Large Scale Clustering. - Stefan Marksteiner, Heribert Vallant:
Towards a Secure Smart Grid Storage Communications Gateway. - Simon Docherty, David J. Pym:
Stone-Type Dualities for Separation Logics. - Gianmarco Santini, Daniele Della Latta, Nicola Martini, Giuseppe Valvano, A. Gori, Andrea Ripoli, C. L. Susini, Luigi Landini, Dante Chiappino:
An automatic deep learning approach for coronary artery calcium segmentation. - Himanshu Jain:
A Sequential Thinning Algorithm For Multi-Dimensional Binary Patterns. - Himanshu Jain, Archana Praveen Kumar:
A Bottom Up Procedure for Text Line Segmentation of Latin Script. - Martim Brandao, Kenji Hashimoto, Atsuo Takanishi:
SGD for robot motion? The effectiveness of stochastic optimization on a new benchmark for biped locomotion tasks. - Wenzhe Li, Dong Guo, Greg Ver Steeg, Aram Galstyan:
Unifying Local and Global Change Detection in Dynamic Networks. - Eduardo Rodrigues, Ricardo Morla:
Run Time Prediction for Big Data Iterative ML Algorithms: a KMeans case study. - Hikmet Sari, Ali Maatouk, Ersoy Caliskan, Mohamad Assaad, Mutlu Koca, Guan Gui:
On the Foundation of NOMA and its Application to 5G Cellular Networks. - Alberto García-Durán, Mathias Niepert:
Learning Graph Representations with Embedding Propagation. - Boris Crnokic, Miroslav Grubisic, Tomislav Volaric:
Different Applications of Mobile Robots in Education. - Brian DePasquale, Christopher J. Cueva, Kanaka Rajan, G. Sean Escola, L. F. Abbott:
full-FORCE: A Target-Based Method for Training Recurrent Networks. - Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales:
Deeper, Broader and Artier Domain Generalization. - Mohammed Fakrudeen, Sufian Yousef, Mahdi H. Miraz, AbdelRahman Hamza Hussein:
Finger Based Techniques for Nonvisual Touchscreen Text Entry. - Noson S. Yanofsky:
Theoretical Computer Science for the Working Category Theorist. - Young-San Lin, Thanh Nguyen:
On Variants of Network Flow Stability. - Kevin W. Boyack, Nees Jan van Eck, Giovanni Colavizza, Ludo Waltman:
Characterizing in-text citations in scientific articles: A large-scale analysis. - Mohammad Mahdi Azari, Fernando Rosas, Alessandro Chiumento, Sofie Pollin:
Coexistence of Terrestrial and Aerial Users in Cellular Networks. - Chih-Hong Cheng, Georg Nührenberg, Harald Ruess:
Verification of Binarized Neural Networks. - Umberto Martínez-Peñas:
Skew and linearized Reed-Solomon codes and maximum sum rank distance codes over any division ring. - Hongjian Zhan, Qingqing Wang, Yue Lu:
Handwritten digit string recognition by combination of residual network and RNN-CTC. - Dong Huang, Chang-Dong Wang, Jian-Huang Lai, Chee-Keong Kwoh:
Toward Multi-Diversified Ensemble Clustering of High-Dimensional Data. - Hadrian Andradi, Weng Kin Ho:
Topological Scott Convergence Theorem. - Giuliano Antoniol, Jane Cleland-Huang, Jane Huffman Hayes, Michael Vierhauser:
Grand Challenges of Traceability: The Next Ten Years. - Huikai Wu, Junge Zhang, Kaiqi Huang:
MSC: A Dataset for Macro-Management in StarCraft II. - Felix Fischer, Konstantin Böttinger, Huang Xiao, Christian Stransky, Yasemin Acar, Michael Backes, Sascha Fahl:
Stack Overflow Considered Harmful? The Impact of Copy&Paste on Android Application Security. - Jie Cai, Zibo Meng, Ahmed-Shehab Khan, Zhiyuan Li, James O'Reilly, Yan Tong:
Island Loss for Learning Discriminative Features in Facial Expression Recognition. - Clément Carbonnel, Miguel Romero, Stanislav Zivný:
The complexity of general-valued CSPs seen from the other side. - Ran Ben-Basat, Gil Einziger, Roy Friedman:
Fast Flow Volume Estimation. - Thao Dang, Eric Fanchon, Marcelo Forets, Victor Magron, Alexandre Rocca:
Occupation measure methods for modelling and analysis of biological hybrid automata. - Mahmoud Nabil:
Random Projection and Its Applications. - Greg Bodwin, Michael Dinitz, Merav Parter, Virginia Vassilevska Williams:
Optimal Vertex Fault Tolerant Spanners (for fixed stretch). - Wiktor B. Daszczuk:
Threefold Analysis of Distributed Systems: IMDS, Petri Net and Distributed Automata DA3. - Faith Ellen, Barun Gorain, Avery Miller, Andrzej Pelc:
Constant-Length Labeling Schemes for Deterministic Radio Broadcast. - Pratik Gajane:
On formalizing fairness in prediction with machine learning. - Thomas Asikis, Evangelos Pournaras:
Optimization of Privacy-Utility Trade-offs under Informational Self-determination. - Waseem Akram, Muaz A. Niazi, Barna László Iantovics:
Towards Agent-Based Model Specification in Smart Grid: A Cognitive Agent-based Computing Approach. - Yujie Lu, Tatsunori Mori:
Deep Learning Paradigm with Transformed Monolingual Word Embeddings for Multilingual Sentiment Analysis. - Markus Schedl, Hamed Zamani, Ching-Wei Chen, Yashar Deldjoo, Mehdi Elahi:
Current Challenges and Visions in Music Recommender Systems Research. - Sarah A. Obead, Jörg Kliewer, Badri N. Vellambi:
Joint Coordination-Channel Coding for Strong Coordination over Noisy Channels Based on Polar Codes. - Pranjal Dutta, Nitin Saxena, Amit Sinhababu:
Discovering the roots: Uniform closure results for algebraic classes under factoring. - Paul Beame, Noah Fleming, Russell Impagliazzo, Antonina Kolokolova, Denis Pankratov, Toniann Pitassi, Robert Robere:
Stabbing Planes. - Kasun Bandara, Christoph Bergmeir, Slawek Smyl:
Forecasting Across Time Series Databases using Long Short-Term Memory Networks on Groups of Similar Series. - Seong Joon Oh, Rodrigo Benenson, Mario Fritz, Bernt Schiele:
Person Recognition in Social Media Photos. - Anders Miltner, Kathleen Fisher, Benjamin C. Pierce, David Walker, Steve Zdancewic:
Synthesizing Bijective Lenses. - Atri Mukhopadhyay, Goutam Das:
Low Complexity Fair Scheduling in LTE Uplink Involving Different Traffic Classes. - Bowen Shi, Karen Livescu:
Multitask training with unlabeled data for end-to-end sign language fingerspelling recognition. - Oren Elisha, Shai Dekel:
Function space analysis of deep learning representation layers. - Theja Tulabandhula, Shailesh Vaya, Aritra Dhar:
Privacy-preserving Targeted Advertising. - Hugh Chen, Scott M. Lundberg, Su-In Lee:
Checkpoint Ensembles: Ensemble Methods from a Single Training Process. - Alejandro Molina, Alexander Munteanu, Kristian Kersting:
Coresets for Dependency Networks. - Sjoerd Dirksen, Hans Christian Jung, Holger Rauhut:
One-bit compressed sensing with partial Gaussian circulant matrices. - Rosana Veroneze, Fernando J. Von Zuben:
Efficient mining of maximal biclusters in mixed-attribute datasets. - Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting:
Sum-Product Networks for Hybrid Domains. - Roshanak Alialy, Sasan Tavakkol, Amir Ghorbani-Aghbologhi, Alireza Ghaffarieh, Seon Ho Kim, Cyrus Shahabi:
A Review on the Applications of Crowdsourcing in Human Pathology. - Mohammad Reza Amini, Mahdi Shahbakhti:
Design of an SI Engine Cold Start Controller based on Dynamic Coupling Analysis. - Wen Huang, Paul Hand:
Blind Deconvolution by a Steepest Descent Algorithm on a Quotient Manifold. - Hao Chen, Kristin E. Lauter, Katherine E. Stange:
Security considerations for Galois non-dual RLWE families. - Mark R. DeLong, Andy Ingham, Robert Carter, Rachel Franke, Michael Wehrle, Richard Biever, Charles Kneifel:
Protecting sensitive research data and meeting researchers needs: Duke University's Protected Network. - Alina Striner, Sasha Azad, Chris Martens:
Characterizing A Spectrum of Audience Interactivity. - Josh Joy, Dylan Gray, Ciaran McGoldrick, Mario Gerla:
XYZ Privacy. - Tom Rolandus Hagedoorn, Gerasimos Spanakis:
Massive Open Online Courses Temporal Profiling for Dropout Prediction. - Philip N. Howard, Saiph Savage, Claudia Flores-Saviaga, Carlos Toxtli, Andrés Monroy-Hernández:
Redes sociales, participación ciudadana y la hipótesis del slacktivismo: lecciones del caso de "El Bronco" / Social Media, Civic Engagement, and the Slacktivism Hypothesis: Lessons from Mexico's "El Bronco". - Jiajun Lu, Hussein Sibai, Evan Fabry, David A. Forsyth:
Standard detectors aren't (currently) fooled by physical adversarial stop signs. - Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Georges El Fakhri, Jinyi Qi, Quanzheng Li:
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. - Hao Chen, Maria Vasardani, Stephan Winter:
Geo-referencing Place from Everyday Natural Language Descriptions. - Hamidreza Ghader, Christof Monz:
What does Attention in Neural Machine Translation Pay Attention to? - Jordan A. Comins, Stephanie A. Carmack, Loet Leydesdorff:
Patent Citation Spectroscopy (PCS): Algorithmic retrieval of landmark patents. - Ian J. Hayes, Larissa A. Meinicke, Kirsten Winter, Robert J. Colvin:
A synchronous program algebra: a basis for reasoning about shared-memory and event-based concurrency. - Gang Qiao, Sejong Yoon, Mubbasir Kapadia, Vladimir Pavlovic:
The Role of Data-driven Priors in Multi-agent Crowd Trajectory Estimation. - Caleb Voss, David Heath, William Harris:
Proofs as Relational Invariants of Synthesized Execution Grammars. - Vincent Cohen-Addad, Philip N. Klein, Neal E. Young:
Balanced power diagrams for redistricting. - Jiaqi Guan, Yang Liu, Qiang Liu, Jian Peng:
Energy-efficient Amortized Inference with Cascaded Deep Classifiers. - Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun:
iVQA: Inverse Visual Question Answering. - Mehmet S. Aktas, Sarah E. Anderson, Ann Johnston, Gauri Joshi, Swanand Kadhe, Gretchen L. Matthews, Carolyn Mayer, Emina Soljanin:
On the Service Capacity Region of Accessing Erasure Coded Content. - Cheng-Bin Jin, Shengzhe Li, Hakil Kim:
Real-Time Action Detection in Video Surveillance using Sub-Action Descriptor with Multi-CNN. - Sjur K. Dyrkolbotn:
On Preemption and Overdetermination in Formal Theories of Causality. 1-15 - Bernd Finkbeiner, Andrey Kupriyanov:
Causality-based Model Checking. 31-38 - Marco Bozzano:
Causality and Temporal Dependencies in the Design of Fault Management Systems. 39-46 - Gregor Gößler, Oleg Sokolsky, Jean-Bernard Stefani:
Counterfactual Causality from First Principles? 47-53 - Chris Leong, Tim Kelly, Robert Alexander:
Incorporating Epistemic Uncertainty into the Safety Assurance of Socio-Technical Systems. 56-71 - Diptarama, Shunsuke Inenaga, Ryo Yoshinaka, Ayumi Shinohara:
Efficient Dynamic Dictionary Matching with DAWGs and AC-automata. - Irwansyah, Djoko Suprijanto:
Structure of linear codes over the ring Bk. - Chao-Ming Wang:
Network of Recurrent Neural Networks. - Manh Duong Phung, Michel de la Villefromoy, Quang Phuc Ha:
Management of solar energy in microgrids using IoT-based dependable control. - Chun Yang, Xu-Cheng Yin, Zejun Li, Jianwei Wu, Chunchao Guo, Hongfa Wang, Lei Xiao:
AdaDNNs: Adaptive Ensemble of Deep Neural Networks for Scene Text Recognition. - Seunghyun Yoon, Joongbo Shin, Kyomin Jung:
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering. - Yuqing Zhu, Jianxun Liu, Mengying Guo, Yungang Bao, Wenlong Ma, Zhuoyue Liu, Kunpeng Song, Yingchun Yang:
BestConfig: Tapping the Performance Potential of Systems via Automatic Configuration Tuning. - Ryo Iwaki, Minoru Asada:
On- and Off-Policy Monotonic Policy Improvement. - Eugenio Alcalá, Laura Sellart, Vicenç Puig, Joseba Quevedo, Jordi Saludes, David Vázquez, Antonio M. López:
Comparison of two non-linear model-based control strategies for autonomous vehicles. - Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales:
Learning to Generalize: Meta-Learning for Domain Generalization. - Sobia Arshad, Muhammad Awais Azam, Mubashir Husain Rehmani, Jonathan Loo:
Information-Centric Networking based Caching and Naming Schemes for Internet of Things: A Survey and Future Research Directions. - Samuele Capobianco, Simone Marinai:
DocEmul: a Toolkit to Generate Structured Historical Documents. - Rob van der Goot, Gertjan van Noord:
MoNoise: Modeling Noise Using a Modular Normalization System. - Agneau Belanyek, Davide Grossi, Wiebe van der Hoek:
A Note on Nesting in Dyadic Deontic Logic. - Luca Durante, Lucia Seno, Fulvio Valenza, Adriano Valenzano:
A model for the analysis of security policies in service function chains. - Jacopo Cavazza, Connor Lane, Benjamin D. Haeffele, Vittorio Murino, René Vidal:
An Analysis of Dropout for Matrix Factorization. - Wenjing Ke, Yuanjie Zhu, Lei Yu:
Automatic Streaming Segmentation of Stereo Video Using Bilateral Space. - Manuel Cheminod, Luca Durante, Lucia Seno, Fulvio Valenza, Adriano Valenzano:
Automated fixing of access policy implementation in Industrial Networked Systems. - Pierre Godard, Gilles Adda, Martine Adda-Decker, Juan Benjumea, Laurent Besacier, Jamison Cooper-Leavitt, Guy-Noël Kouarata, Lori Lamel, Hélène Maynard, Markus Müller, Annie Rialland, Sebastian Stüker, François Yvon, Marcely Zanon Boito:
A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments. - Samer El Zant, Klaus M. Frahm, Katia Jaffrès-Runser, Dima Shepelyansky:
Analysis of world terror networks from the reduced Google matrix of Wikipedia. - Xiao-Long Ren, Niels Gleinig, Dijana Tolic, Nino Antulov-Fantulin:
Underestimated cost of targeted attacks on complex networks. - Yiting Shao, Zhaobin Zhang, Zhu Li, Kui Fan, Ge Li:
Attribute Compression of 3D Point Clouds Using Laplacian Sparsity Optimized Graph Transform. - Anna Lyczkowska-Hanckowiak, Krzysztof Piasecki:
On some difficulties in the addition of trapezoidal ordered fuzzy numbers. - Shanxin Zhang, Cheng Wang, Zhuang Yang, Chenglu Wen, Jonathan Li, Chenhui Yang:
Traffic Sign Timely Visual Recognizability Evaluation Based on 3D Measurable Point Clouds. - Jie Ren, Ling Gao, Hai Wang, Zheng Wang:
Energy-aware Web Browsing on Heterogeneous Mobile Platforms. - Geraint I. Palmer, Vincent A. Knight, Paul R. Harper, Asyl L. Hawa:
Ciw: An open source discrete event simulation library. - Pei Cao, Qi Shuai, Jiong Tang:
A Multi-Objective DIRECT Algorithm Towards Structural Damage Identification with Limited Dynamic Response Information. - Kun Li, Joel W. Burdick:
Meta Inverse Reinforcement Learning via Maximum Reward Sharing for Human Motion Analysis. - Mohamed Issa, Aboul Ella Hassanien, Ahmed Abd Elbaset:
PID-EVOA: Tuning PID Controller Parameter Optimzation based on the Habits of the Egyptian Vulture. - Zheng-Chu Guo, Lei Shi:
Fast and Strong Convergence of Online Learning Algorithms. - Jungwoo Lee, Dongjin Choi, Lee Sael:
CTD: Fast, Accurate, and Interpretable Method for Static and Dynamic Tensor Decompositions. - Allison Beemer, Salman Habib, Christine A. Kelley, Jörg Kliewer:
A Generalized Algebraic Approach to Optimizing SC-LDPC Codes. - George R. MacCartney Jr., Theodore S. Rappaport, Amitava Ghosh:
Base Station Diversity Propagation Measurements at 73 GHz Millimeter-Wave for 5G Coordinated Multipoint (CoMP) Analysis. - Zsuzsanna Püspöki, Arash Amini, Julien Fageot, John Paul Ward, Michael Unser:
Angular Accuracy of Steerable Feature Detectors. - Laurent de Vito:
LinXGBoost: Extension of XGBoost to Generalized Local Linear Models. - Qing Xue, Xuming Fang, Ming Xiao:
Beam Management for Millimeter Wave Beamspace MU-MIMO Systems. - Maruan Al-Shedivat, Trapit Bansal, Yuri Burda, Ilya Sutskever, Igor Mordatch, Pieter Abbeel:
Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments. - Shun Ogata, Koji Ishibashi, Giuseppe Abreu:
Optimized Frameless ALOHA for Cooperative Base Stations with Overlapped Coverage Areas. - Andrea Formisano, Raffaella Gentilini, Flavio Vella:
Accelerating Energy Games Solvers on Modern Architectures. - Javad Zarrin, Rui L. Aguiar, João Paulo Barraca:
Decentralized Resource Discovery and Management for Future Manycore Systems. - Anindya Maiti, Murtuza Jadliwala, Jibo He, Igor Bilogrevic:
Side-Channel Inference Attacks on Mobile Keypads using Smartwatches. - Robert Glück, Robin Kaarsgaard:
A categorical foundation for structured reversible flowchart languages: Soundness and adequacy. - Carl Boettiger, Dirk Eddelbuettel:
An Introduction to Rocker: Docker Containers for R. - Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
A Stochastic Geometry Model of Backhaul and User Coverage in Urban UAV Networks. - Michal Konecný, Eike Neumann:
Representations and evaluation strategies for feasibly approximable functions. - David García, Yonas Mitike Kassa, Ángel Cuevas, Manuel Cebrián, Esteban Moro, Iyad Rahwan, Rubén Cuevas:
Facebook's gender divide. - Paul Muntean, Jens Grossklags, Claudia Eckert:
Practical Integer Overflow Prevention. - Pedro Ascencio, Alessandro Astolfi, Thomas Parisini:
A Convex Optimization Approach for Backstepping PDE Design: Volterra and Fredholm Operators. - Dimitrios Kosmanos, Leandros A. Maglaras, Michalis Mavrovouniotis, Sotiris Moschoyiannis, Antonios Argyriou, Athanasios Maglaras, Helge Janicke:
Route Optimization of Electric Vehicles based on Dynamic Wireless Charging. - Ketan Date, Rakesh Nagi:
RLT2-based Parallel Algorithms for Solving Large Quadratic Assignment Problems on Graphics Processing Unit Clusters. - Hao Chen, Kristin E. Lauter, Katherine E. Stange:
Attacks on the Search-RLWE problem with small errors. - Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David García, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, Hao Wu:
Mixed Precision Training. - Matiss Rikters, Mark Fishel:
Confidence through Attention. - Trapit Bansal, Jakub Pachocki, Szymon Sidor, Ilya Sutskever, Igor Mordatch:
Emergent Complexity via Multi-Agent Competition. - AbdElRahman ElSaid, Travis Desell, Fatima El Jamiy, James Higgins, Brandon Wild:
Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration. - Nisha Vinayaga-Sureshkanth, Anindya Maiti, Murtuza Jadliwala, Kirsten Crager, Jibo He, Heena Rathore:
Towards a Practical Pedestrian Distraction Detection Framework using Wearables. - Hang Ma, Sven Koenig:
AI Buzzwords Explained: Multi-Agent Path Finding (MAPF). - Seung Yeon Shin, Soochahn Lee, Il Dong Yun, Kyoung Mu Lee:
Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images. - Giovanni Geraci, Adrian García-Rodríguez, David López-Pérez, Lorenzo Galati-Giordano, Paolo Baracca, Holger Claussen:
Indoor Massive MIMO Deployments for Uniformly High Wireless Capacity. - Weifeng Gao, Zhiwei Zhao, Geyong Min, Yue Cao, Hancong Duan, Lu Liu, Yimiao Long, Guangqiang Ying:
Link Quality Aware Channel Allocation for Multichannel Body Sensor Networks. - Beom Heyn Kim, Eyal de Lara, David Lie:
The Case for a Single System Image for Personal Devices. - Shanxiang Lyu, Cong Ling:
Hybrid Vector Perturbation Precoding: The Blessing of Approximate Message Passing. - Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang:
Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations. - Mohana S. Alanazi, Mohsen Mahoor, Amin Khodaei:
Day-Ahead Solar Forecasting Based on Multi-level Solar Measurements. - Hesham M. Eraqi, Mohamed N. Moustafa, Jens Honer:
End-to-End Deep Learning for Steering Autonomous Vehicles Considering Temporal Dependencies. - Sachin Mehta, Amar P. Azad, Saneem A. Chemmengath, Vikas Raykar, Shivkumar Kalyanaraman:
DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels. - Vishal Desai, Adam E. Flanders, Paras Lakhani:
Application of Deep Learning in Neuroradiology: Automated Detection of Basal Ganglia Hemorrhage using 2D-Convolutional Neural Networks. - Artjoms Sinkarovs, Sven-Bodo Scholz:
A Lambda Calculus for Transfinite Arrays: Unifying Arrays and Streams. - Dingquan Wang, Jason Eisner:
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages. - Greg Ver Steeg, Rob Brekelmans, Hrayr Harutyunyan, Aram Galstyan:
Disentangled Representations via Synergy Minimization. - David Isele, Mohammad Rostami, Eric Eaton:
Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer. - Hongwei Liang, Ke Wang:
Constructing Top-k Routes with Personalized Submodular Maximization of POI Features. - James D. Wilson, David T. Uminsky:
The power of A/B testing under interference. - Rohollah Moghadam, Hamidreza Modares:
Attack Analysis for Distributed Control Systems: An Internal Model Principle Approach. - Beom Heyn Kim, Wei Huang, Afshar Ganjali, David Lie:
Unity 2.0: Secure and Durable Personal Cloud Storage. - Fahad Islam, Oren Salzman, Maxim Likhachev:
Online, interactive user guidance for high-dimensional, constrained motion planning. - Marcell Vazquez-Chanlatte, Susmit Jha, Ashish Tiwari, Sanjit A. Seshia:
Specification Inference from Demonstrations. - Dingquan Wang, Jason Eisner:
Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning. - Babajide O. Ayinde, Sami El-Ferik:
Artificial Bee Colony-based Adaptive Position Control of Electrohydraulic Servo Systems with Parameter Uncertainty. - Ehab Salahat, Ali Hakam, Nazar T. Ali:
Error Rates Analysis of MIMO Space-Time Block Codes in Generalized Shadowed Fading Channels. - Nicholas Micallef, Nalin Asanka Gamagedara Arachchilage:
Involving Users in the Design of a Serious Game for Security Questions Education. - Yoichi Ochiai, Kazuki Otao, Hiroyuki Osone:
Air Mounted Eyepiece: Design Methods for Aerial Optical Functions of Near-Eye and See-Through Display using Transmissive Mirror Device. - Awanthika Rasanjalee Senarath, Nalin Asanka Gamagedara Arachchilage:
Understanding Organizational Approach towards End User Privacy. - Brendan Fong, Fabio Zanasi:
Universal Constructions for (Co)Relations: categories, monoidal categories, and props. - Amin Timany, Matthieu Sozeau:
Consistency of the Predicative Calculus of Cumulative Inductive Constructions (pCuIC). - Claudio Corrodi, Alexander Heußner, Christopher M. Poskitt:
A Semantics Comparison Workbench for a Concurrent, Asynchronous, Distributed Programming Language. - Tianshi Chen:
Continuous-time DC kernel - a stable generalized first-order spline kernel. - Aleksandra Faust, Oscar Ramirez, Marek Fiser, Kenneth Oslund, Anthony G. Francis, James Davidson, Lydia Tapia:
PRM-RL: Long-range Robotic Navigation Tasks by Combining Reinforcement Learning and Sampling-based Planning. - Denis Demidov, Riccardo Rossi:
Subdomain Deflation and Algebraic Multigrid: Combining Multiscale with Multilevel. - Nguyen Q. Tran, Saeed Basirian, Alexander Jung:
When is Network Lasso Accurate: The Vector Case. - Felix Jonathan, Chris Paxton, Gregory D. Hager:
Temporal and Physical Reasoning for Perception-Based Robotic Manipulation. - Lubin Chang:
Alternate Derivation of Geometric Extended Kalman Filter by MEKF Approach. - Bilal Khan, Hsuan-Wei Lee, Ian Fellows, Kirk Dombrowski:
One-step Estimation of Networked Population Size: Respondent-Driven Capture-Recapture with Anonymity. - Mathias Kraus, Stefan Feuerriegel:
Decision support from financial disclosures with deep neural networks and transfer learning. - Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, Shuzi Niu:
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset. - Christoph Feichtenhofer, Axel Pinz, Andrew Zisserman:
Detect to Track and Track to Detect. - Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer:
Deep learning in remote sensing: a review. - David Eppstein, Sariel Har-Peled, Gabriel Nivasch:
Grid peeling and the affine curve-shortening flow. - Shamaila Iram, Terrence Fernando, May Bassanino:
Exploring Cross-Domain Data Dependencies for Smart Homes to Improve Energy Efficiency. - Viorel Preoteasa, Iulia Dragomir, Stavros Tripakis:
The Refinement Calculus of Reactive Systems. - Emmanuel Zimmermann, Hind Bril El Haouzi, Philippe Thomas, André Thomas, Mélanie Noyel:
A batching and scheduling optimisation for a cutting work-center: Acta-Mobilier case study. - Koko Muroya, Steven Cheung, Dan R. Ghica:
Abductive functional programming, a semantic approach. - Zhenhua Li, Qingfu Zhang:
A Simple Yet Efficient Rank One Update for Covariance Matrix Adaptation. - Thomas Franssen, Paul Wouters:
Science and its significant other: Representing the humanities in bibliometric scholarship. - Ermano Arruda, Michael J. Mathew, Marek Sewer Kopicki, Michael N. Mistry, Morteza Azad, Jeremy L. Wyatt:
Uncertainty Averse Pushing with Model Predictive Path Integral Control. - Johan Wågberg, Dave Zachariah, Thomas B. Schön:
Regularized parametric system identification: a decision-theoretic formulation. - Yuzhou Li, Yu Zhang, Wei Li, Tao Jiang:
Marine Wireless Big Data: Efficient Transmission, Related Applications, and Challenges. - Kai Zhang, Wangmeng Zuo, Lei Zhang:
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising. - Farbod Farshidian, Edo Jelavic, Asutosh Satapathy, Markus Giftthaler, Jonas Buchli:
Real-Time Motion Planning of Legged Robots: A Model Predictive Control Approach. - Robin Haunschild, Sven E. Hug, Martin P. Brändle, Lutz Bornmann:
The number of linked references of publications in Microsoft Academic in comparison with the Web of Science. - Chun Pong Lau, Chun Pang Yung, Lok Ming Lui:
Image retargeting via Beltrami representation. - Yinyan Zhang, Shuai Li, Hongliang Guo:
Porcellio scaber algorithm (PSA) for solving constrained optimization problems. - Sohaib Shahid Bajwa, Xiaofeng Wang, Anh Nguyen-Duc, Pekka Abrahamsson:
Failures to be celebrated: an analysis of major pivots of software startups. - Irina Utkina:
Using modular decomposition technique to solve the maximum clique problem. - Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren:
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning. - Stefan Stieglitz, Florian Brachten, Björn Ross, Anna-Katharina Jung:
Do Social Bots Dream of Electric Sheep? A Categorisation of Social Media Bot Accounts. - Nane Kratzke:
About Microservices, Containers and their Underestimated Impact on Network Performance. - Stefan Brüggenwirth, Fernando I. Rial:
Robotic Control for Cognitive UWB Radar. - Yan Pei, Swarnendu Biswas, Donald S. Fussell, Keshav Pingali:
An Elementary Introduction to Kalman Filtering. - Chunbiao Zhu, Kan Huang, Ge Li:
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model. - Matthieu Latapy, Tiphaine Viard, Clémence Magnien:
Stream Graphs and Link Streams for the Modeling of Interactions over Time. - Jakob Suchan, Mehul Bhatt:
Deep Semantic Abstractions of Everyday Human Activities: On Commonsense Representations of Human Interactions. - Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou:
Word Translation Without Parallel Data. - Christian Glazik, Jan Schiemann, Anand Srivastav:
Finding Euler Tours in One Pass in the W-Streaming Model with O(n log(n)) RAM. - Thomas Röhl, Jan Eitzinger, Georg Hager, Gerhard Wellein:
Validation of hardware events for successful performance pattern identification in High Performance Computing. - Morteza Babaie, Hamid R. Tizhoosh, Amin Khatami, Mohammad Ebrahim Shiri:
Local Radon Descriptors for Image Search. - Nika Haghtalab, Simon Mackenzie, Ariel D. Procaccia, Oren Salzman, Siddhartha S. Srinivasa:
The Provable Virtue of Laziness in Motion Planning. - Alina Kloss, Stefan Schaal, Jeannette Bohg:
Combining learned and analytical models for predicting action effects. - Michael C. Mozer, Denis Kazakov, Robert V. Lindsey:
Discrete Event, Continuous Time RNNs. - Alejandro Cartas, Juan Marín, Petia Radeva, Mariella Dimiccoli:
Recognizing Daily Activities from Egocentric Photo-Streams. - Udi Boker, Orna Kupferman, Michal Skrzypczak:
How Deterministic are Good-For-Games Automata? - Nishtha Madaan, Sameep Mehta, Taneea S. Agrawaal, Vrinda Malhotra, Aditi Aggarwal, Mayank Saxena:
Analyzing Gender Stereotyping in Bollywood Movies. - Fernando Almeida:
Learning Entrepreneurship with Serious Games - A Classroom Approach. - Fernando Almeida, Pedro Silva, João Leite:
Proposal of a Carsharing System to Improve Urban Mobility. - Alexander A. Voronin, Inessa Isaeva, Alexander V. Khoperskov, Sergey Grebenjuk:
Decision Support System for Urbanization of the Northern Part of the Volga-Akhtuba Floodplain (Russia) on the Basis of Interdisciplinary Computer Modeling. - Richard Hill, James Devitt, Ashiq Anjum, Muhammad K. Ali:
Towards In-Transit Analytics for Industry 4.0. - Manan Suri:
Dispenser Concept for Unmanned Aerial Vehicles (UAV, Drone, UAS). - Feng Liu:
City Cloud Brain, a New Architecture of Smart City Based on the Internet Cloud Brain. - Niki Gitinabard, Collin F. Lynch, Sarah Heckman, Tiffany Barnes:
Identifying Student Communities in Blended Courses. - Morgan C. Benton, Nicole M. Radziwill:
Quality and Innovation with Blockchain Technology. - Panos Kotsampopoulos, Nikos D. Hatziargyriou, Thomas I. Strasser, Cyndi Moyo, Sebastian Rohjans, Cornelius Steinbrink, Sebastian Lehnhoff, Peter Palensky, Arjen A. van der Meer, Daniel Esteban Morales Bondy, Kai Heussen, Mihai Calin, Ata M. Khavari, Maria Sosnina, J. Emilio Rodriguez, Graeme M. Burt:
Validating Intelligent Power and Energy Systems - A Discussion of Educational Needs. - Cleison Simoes Santos, Allen Hichard Marques Santos, Suenny Mascarenhas Souza, Roberto Almeida Bittencourt:
Aprendendo Programacao Orientada a Objetos com uma Abordagem Ludica Baseada em Greenfoot e Robocode. - Umberto Fugiglando, Emanuele Massaro, Paolo Santi, Sebastiano Milardo, Kacem Abida, Rainer Stahlmann, Florian Netter, Carlo Ratti:
Driving Behavior Analysis through CAN Bus Data in an Uncontrolled Environment. - Eric Sillekens, Daniel Semrau, Gabriele Liga, Nikita A. Shevchenko, Zhe Li, Alex Alvarado, Polina Bayvel, Robert I. Killey, Domaniç Lavery:
A Simple Nonlinearity-Tailored Probabilistic Shaping Distribution for Square QAM. - Mashooque Ahmed Memon, Safeeullah Soomro, Awais Khan Jumani, Muneer Ahmed Kartio:
Big Data Analytics and Its Applications. - Nishtha Madaan, Sameep Mehta, Mayank Saxena, Aditi Aggarwal, Taneea S. Agrawaal, Vrinda Malhotra:
Bollywood Movie Corpus for Text, Images and Videos. - Booma Sowkarthiga Balasubramani, Omar Belingheri, Eric S. Boria, Isabel F. Cruz, Sybil Derrible, Michael D. Siciliano:
GUIDES - Geospatial Urban Infrastructure Data Engineering Solutions. - Alexander Kott, Mona Lange, Jackson Ludwig:
Approaches to Modeling the Impact of Cyber Attacks on a Mission. - Gunawan, Imam Muslim R:
Pengaruh Perangkat Server Terhadap Kualitas Pengontrolan Jarak Jauh Melalui Internet. - Jacob Devlin, Rudy Bunel, Rishabh Singh, Matthew J. Hausknecht, Pushmeet Kohli:
Neural Program Meta-Induction. - Lauri Lahti, Henni Tenhunen, Seppo Heinonen, Minna Helkavaara, Maritta Pöyhönen-Alho, Paulus Torkki:
Development of computational models for emotional diary text analysis to support maternal care. - Naveen Sundar Govindarajulu, Selmer Bringsjord:
Counterfactual Conditionals in Quantified Modal Logic. - Adam Stooke, Pieter Abbeel:
Synkhronos: a Multi-GPU Theano Extension for Data Parallelism. - Farhad Shirani, Siddharth Garg, Elza Erkip:
An Information Theoretic Framework for Active De-anonymization in Social Networks Based on Group Memberships. - C.-C. Jay Kuo, Yueru Chen:
On Data-Driven Saak Transform. - Heather Mattie, Kenth Engø-Monsen, Rich Ling, Jukka-Pekka Onnela:
The Social Bow Tie. - Robin Scheibler, Eric Bezzam, Ivan Dokmanic:
Pyroomacoustics: A Python package for audio room simulations and array processing algorithms. - Yijun Li, Jia-Bin Huang, Narendra Ahuja, Ming-Hsuan Yang:
Joint Image Filtering with Deep Convolutional Networks. - Giannis Haralabopoulos, Elena Simperl:
Crowdsourcing for Beyond Polarity Sentiment Analysis A Pure Emotion Lexicon. - Bin Xu, Liang Gou, Anbang Xu, Jalal Mahmud, Dan Cosley:
Raising Awareness of Conveyed Personality In Social Media Traces. - Alessandro Bay, Biswa Sengupta:
Sequence stacking using dual encoder Seq2Seq recurrent networks. - Nicolás Robinson-García, Carlos B. Amat:
Is it reasonable to limit scientific coauthorship? There is no inflation of co-authors in Social Sciences and Education in Spain. - Luis Sánchez Fernández, Jesús A. Fisteus:
Monotonicity axioms in approval-based multi-winner voting rules. - Gabriele D'Angelo, Stefano Ferretti, Vittorio Ghini:
Distributed Hybrid Simulation of the Internet of Things and Smart Territories. - Sizhuo Zhang, Muralidaran Vijayaraghavan, Dan Lustig, Arvind:
Weak Memory Models with Matching Axiomatic and Operational Definitions. - David Casillas-Perez, Daniel Pizarro:
Solutions of Quadratic First-Order ODEs applied to Computer Vision Problems. - Vaibhav Kumar, Barry Cardiff, Mark F. Flanagan:
Physical-Layer Network Coding with Multiple Antennas: An Enabling Technology for Smart Cities. - Gregory J. Stein, Nicholas Roy:
GeneSIS-RT: Generating Synthetic Images for training Secondary Real-world Tasks. - Devangi N. Parikh, Maggie E. Myers, Robert A. van de Geijn:
Deriving Correct High-Performance Algorithms. - Julio Godoy, Tiannan Chen, Stephen J. Guy, Ioannis Karamouzas, Maria L. Gini:
ALAN: Adaptive Learning for Multi-Agent Navigation. - Kyle Hundman, Chris A. Mattmann:
Measurement Context Extraction from Text: Discovering Opportunities and Gaps in Earth Science. - Thomas Place, Marc Zeitoun:
Generic Results for Concatenation Hierarchies. - Deepak Mishra, George C. Alexandropoulos:
Harvested Power Maximization in QoS-Constrained MIMO SWIPT with Generic RF Harvesting Model. - Md. Kamruzzaman Sarker, Ning Xie, Derek Doran, Michael L. Raymer, Pascal Hitzler:
Explaining Trained Neural Networks with Semantic Web Technologies: First Steps. - Jeff M. Phillips, Wai Ming Tai:
Improved Coresets for Kernel Density Estimates. - Oh-Hyun Kwon, Tarik Crnovrsanin, Kwan-Liu Ma:
What Would a Graph Look Like in This Layout? A Machine Learning Approach to Large Graph Visualization. - Youzuo Lin, Shusen Wang, Jayaraman J. Thiagarajan, George Guthrie, David Coblentz:
Efficient Data-Driven Geologic Feature Detection from Pre-stack Seismic Measurements using Randomized Machine-Learning Algorithm. - Henning Koehler:
Modular decomposition of transitive graphs and transitively orienting their complements. - Allen Nie, Erin D. Bennett, Noah D. Goodman:
DisSent: Sentence Representation Learning from Explicit Discourse Relations. - Naoya Takeishi, Yoshinobu Kawahara, Takehisa Yairi:
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition. - Zeyu Dai, Wenlin Yao, Ruihong Huang:
Using Context Events in Neural Network Models for Event Temporal Status Identification. - Nikolaos Kolotouros, Petros Maragos:
A Finite Element Computational Framework for Active Contours on Graphs. - Duckhwan Kim, Taesik Na, Sudhakar Yalamanchili, Saibal Mukhopadhyay:
NeuroTrainer: An Intelligent Memory Module for Deep Learning Training. - Hao Qian:
Enhanced Mobile Computing Experience with Cloud Offloading. - (Withdrawn) One Password: An Encryption Scheme for Hiding Users' Register Information.
- Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff:
Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms. - (Withdrawn) Fast initial guess estimation for digital image correlation.
- Mohammad Ali Tebbi, Terence H. Chan, Chi Wan Sung:
Linear Programming Bounds for Distributed Storage Codes. - (Withdrawn) Fast, Accurate and Fully Parallelizable Digital Image Correlation.
- Yoichi Iwata, Tomoaki Ogasawara, Naoto Ohsaka:
On the Power of Tree-Depth for Fully Polynomial FPT Algorithms. - Tsuyoshi Kato, Misato Kobayashi, Daisuke Sano:
Sign-Constrained Regularized Loss Minimization. - Zhe Li, Yili Xia, Wenjiang Pei, Kai Wang, Danilo P. Mandic:
An Augmented Nonlinear Complex LMS for Digital Self-Interference Cancellation in Full-Duplex Direct-Conversion Transceivers. - Guangchi Zhang, Qingqing Wu, Miao Cui, Rui Zhang:
Securing UAV Communications Via Trajectory Optimization. - Fredrik Erlandsson, Piotr Bródka, Anton Borg:
Seed selection for information cascade in multilayer networks. - Daniel McNamara, Cheng Soon Ong, Robert C. Williamson:
Provably Fair Representations. - Or Sharir, Amnon Shashua:
Sum-Product-Quotient Networks. - Carlos Murguia, Justin Ruths:
Characterization of Model-Based Detectors for CPS Sensor Faults/Attacks. - Jakub Michaliszyn, Jan Otop, Piotr Wieczorek:
Querying Best Paths in Graph Databases. - Vasileios Kotronis, George Nomikos, Lefteris Manassakis, Dimitris Mavrommatis, Xenofontas A. Dimitropoulos:
Shortcuts through Colocation Facilities. - Seungyul Han, Youngchul Sung:
Multi-Batch Experience Replay for Fast Convergence of Continuous Action Control. - Yuichiroh Matsubayashi, Kentaro Inui:
Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis. - Parvin Razzaghi:
Self-Taught Support Vector Machine. - Lex Fridman, Benedikt Jenik, Bryan Reimer:
Arguing Machines: Perception-Control System Redundancy and Edge Case Discovery in Real-World Autonomous Driving. - Iqbal H. Sarker, Muhammad Ashad Kabir, Alan Colman, Jun Han:
An Improved Naive Bayes Classifier-based Noise Detection Technique for Classifying User Phone Call Behavior. - Claudio Fantacci, Giulia Vezzani, Ugo Pattacini, Vadim Tikhanoff, Lorenzo Natale:
Markerless visual servoing on unknown objects for humanoid robot platforms. - Carlos Baquero, Paulo Sérgio Almeida, Ali Shoker:
Pure Operation-Based Replicated Data Types. - Lior Kogan:
V1: A Visual Query Language for Property Graphs. - Ketan Bacchuwar, Jean Cousty, Régis Vaillant, Laurent Najman:
VOIDD: automatic vessel of intervention dynamic detection in PCI procedures. - Thomas Guntz, Raffaella Balzarini, Dominique Vaufreydaz, James L. Crowley:
Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving. - Jakub Michaliszyn, Jan Otop:
Average Stack Cost of Buechi Pushdown Automata. - Josh Warren, Jeff Lipkowitz, Vadim Sokolov:
Clusters of Driving Behavior from Observational Smartphone Data. - Dan Lim:
Convolutional Attention-based Seq2Seq Neural Network for End-to-End ASR. - Hans Ulrich Simon:
On the Containment Problem for Linear Sets. - Yading Yuan:
Hierarchical Convolutional-Deconvolutional Neural Networks for Automatic Liver and Tumor Segmentation. - Joost Engelfriet:
The Trees of Hanoi. - Jorn M. Reniers, Grietus Mulder, Sina Ober-Blöbaum, David A. Howey:
Improving optimal control of grid-connected lithium-ion batteries through more accurate battery and degradation modelling. - Mohsen Hooshmand, Shadrokh Samavi, S. M. Reza Soroushmehr:
Power Aware Visual Sensor Network for Wildlife Habitat Monitoring. - Roberto Bruni, Hernán C. Melgratti, Ugo Montanari:
Concurrency and Probability: Removing Confusion, Compositionally. - Martin Wilhelm:
Balancing expression dags for more efficient lazy adaptive evaluation. - Dongyao Chen, Kyong-Tak Cho, Kang G. Shin:
Mobile IMUs Reveal Driver's Identity From Vehicle Turns. - Galen Reeves:
Additivity of Information in Multilayer Networks via Additive Gaussian Noise Transforms. - Eleni Vasilaki:
Is Epicurus the father of Reinforcement Learning? - Therese Biedl, Claire Pennarun:
4-connected planar graphs are in B3-EPG. - Yongyu Wang, Zhuo Feng:
Towards Scalable Spectral Clustering via Spectrum-Preserving Sparsification. - Alireza Vahid, A. Robert Calderbank:
Throughput Region of Spatially Correlated Interference Packet Networks. - Vikram Kumar, Neil W. Bergmann, Izanoordina Ahmad, Raja Jurdak, Branislav Kusy:
Cluster-based Position Tracking of Mobile Sensors. - Subhadip Chowdhury:
A Topological proof that O2 is 2-MCFL. - Deepak Gupta, Pabitra Lenka, Harsimran Bedi, Asif Ekbal, Pushpak Bhattacharyya:
Auto Analysis of Customer Feedback using CNN and GRU Network. - Yue Zhao, Zhongtian Qiu, Yiqing Yang, Weiwei Li, Mingming Fan:
An empirical study of touch-based authentication methods on smartwatches. - Tianhao Zhang, Zoe McCarthy, Owen Jow, Dennis Lee, Ken Goldberg, Pieter Abbeel:
Deep Imitation Learning for Complex Manipulation Tasks from Virtual Reality Teleoperation. - Yanni Ou, Matthew Davis, Alejandro Aguado, Fanchao Meng, Reza Nejabati, Dimitra Simeonidou:
Optical Network Virtualisation using Multi-technology Monitoring and SDN-enabled Optical Transceiver. - Venera Adanova, Sibel Tari:
Analysis of planar ornament patterns via motif asymmetry assumption and local connections. - Jonathan X. Zheng, Dan F. M. Goodman, Samraat Pawar:
Graph Drawing by Weighted Constraint Relaxation. - Sebastian Enqvist:
Flat modal fixpoint logics with the converse modality. - Daniel Méndez Fernández:
Supporting Requirements Engineering Research that Industry Needs: The Naming the Pain in Requirements Engineering Initiative. - Javier T. Akagi, Carlos F. Gaona, Fabricio Mendoza, Marcos Villagra:
Hard and Easy Instances of L-Tromino Tilings. - Remi A. Chou, Aylin Yener:
Secret-Key Generation in Many-to-One Networks: An Integrated Game-Theoretic and Information-Theoretic Approach. - Dong Li, Jia-Bin Huang, Yali Li, Shengjin Wang, Ming-Hsuan Yang:
Progressive Representation Adaptation for Weakly Supervised Object Localization. - Koushik Nagasubramanian, Sarah E. Jones, Soumik Sarkar, Asheesh K. Singh, Arti Singh, Baskar Ganapathysubramanian:
Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean. - Ismail Akturk, Ulya R. Karpuzcu:
Recomputation Enabled Efficient Checkpointing. - Shadrokh Samavi, Mohammad Reza Jahangir:
Reduction of Look Up Tables for Computation of Reciprocal of Square Roots. - Anirudh Vemula, Katharina Mülling, Jean Oh:
Social Attention: Modeling Attention in Human Crowds. - Fabio Calefato, Filippo Lanubile, Nicole Novielli:
How to Ask for Technical Help? Evidence-based Guidelines for Writing Questions on Stack Overflow. - Tian Chen, Osama R. Bilal, Kristina Shea, Chiara Daraio:
Harnessing bistability for directional propulsion of untethered, soft robots. - Marius Merschformann, Lin Xie, Hanyi Li:
RAWSim-O: A Simulation Framework for Robotic Mobile Fulfillment Systems. - Francisco J. Valverde-Albacete, Carmen Peláez-Moreno:
Entropy operates in non-linear semifields. - David Fridovich-Keil, Sylvia L. Herbert, Jaime F. Fisac, Sampada Deglurkar, Claire J. Tomlin:
Planning, Fast and Slow: A Framework for Adaptive Real-Time Safe Trajectory Planning. - Nitin Rathi, Priyadarshini Panda, Kaushik Roy:
STDP Based Pruning of Connections and Weight Quantization in Spiking Neural Networks for Energy Efficient Recognition. - Nima Anari, Nika Haghtalab, Joseph Naor, Sebastian Pokutta, Mohit Singh, Alfredo Torrico:
Robust Submodular Maximization: Offline and Online Algorithms. - Thanh Tran, Kyumin Lee, Nguyen Vo, Hongkyu Choi:
Identifying On-time Reward Delivery Projects with Estimating Delivery Duration on Kickstarter. - Samuel Fuller Dodge, Lina J. Karam:
Can the early human visual system compete with Deep Neural Networks? - Jun Guo, Hamid Jafarkhani:
Movement-efficient Sensor Deployment in Wireless Sensor Networks. - Jakob Merrild, Mikkel Angaju Rasmussen, Sebastian Risi:
HyperENTM: Evolving Scalable Neural Turing Machines through HyperNEAT. - Vijay Manikandan Janakiraman:
Explaining Aviation Safety Incidents Using Deep Learned Precursors. - Jun Chen, Li Xie, Yameng Chang, Jia Wang, Yizhong Wang:
Generalized Gaussian Multiterminal Source Coding: The Symmetric Case. - Nguyen Cong Luong, Ping Wang, Dusit Niyato, Ying-Chang Liang, Fen Hou, Zhu Han:
Applications of Economic and Pricing Models for Resource Management in 5G Wireless Networks: A Survey. - Stanislaw Jastrzebski, Devansh Arpit, Nicolas Ballas, Vikas Verma, Tong Che, Yoshua Bengio:
Residual Connections Encourage Iterative Inference. - Xiaofang Sun, Shihao Yan, Nan Yang, Zhiguo Ding, Chao Shen, Zhangdui Zhong:
Short-Packet Communications with NOMA for IoT Applications. - Donghuan Lu, Morgan Heisler, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg:
Retinal Fluid Segmentation and Detection in Optical Coherence Tomography Images using Fully Convolutional Neural Network. - Donghuan Lu, Karteek Popuri, Gavin Weiguang Ding, Rakesh Balachandar, Mirza Faisal Beg:
Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images. - Dwarikanath Mahapatra, Behzad Bozorgtabar:
Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution. - Wenwen Min, Juan Liu, Shihua Zhang:
Sparse Weighted Canonical Correlation Analysis. - Jey Han Lau, Lianhua Chi, Khoi-Nguyen Tran, Trevor Cohn:
End-to-end Network for Twitter Geolocation Prediction and Hashing. - Daksh Thapar, Divyansh Aggarwal, Punjal Agarwal, Aditya Nigam:
VGR-Net: A View Invariant Gait Recognition Network. - Santiago Ontañón:
Combinatorial Multi-armed Bandits for Real-Time Strategy Games. - Oscar Li, Hao Liu, Chaofan Chen, Cynthia Rudin:
Deep Learning for Case-based Reasoning through Prototypes: A Neural Network that Explains its Predictions. - Siqi Nie, Meng Zheng, Qiang Ji:
Deep Regression Bayesian Network and Its Applications. - Fang Zhang, Xiaochen Wang, Jingfei Han, Jie Tang, Shiyin Wang:
Fast Top-k Area Topics Extraction with Knowledge Base. - Shangxuan Tian, Shijian Lu, Chongshou Li:
WeText: Scene Text Detection under Weak Supervision. - Xin Liu, Yuhua Xu, Luliang Jia, Qihui Wu, Alagan Anpalagan:
Anti-jamming Communications Using Spectrum Waterfall: A Deep Reinforcement Learning Approach. - Kenji Enomoto, Ken Sakurada, Weimin Wang, Hiroshi Fukui, Masashi Matsuoka, Ryosuke Nakamura, Nobuo Kawaguchi:
Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets. - Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue, Leonid Sigal, Shaogang Gong:
Recent Advances in Zero-shot Recognition. - Davide Zambrano, Roeland Nusselder, H. Steven Scholte, Sander M. Bohté:
Efficient Computation in Adaptive Artificial Spiking Neural Networks. - Nathan Chong, Tyler Sorensen, John Wickerson:
The Semantics of Transactions and Weak Memory in x86, Power, ARMv8, and C++. - Ylva Jansson, Tony Lindeberg:
Dynamic texture recognition using time-causal and time-recursive spatio-temporal receptive fields. - Syed Ali Raza Shah, Biju Issac:
Performance Comparison of Intrusion Detection Systems and Application of Machine Learning to Snort System. - Ioannis Z. Emiris:
Compact Formulae in Sparse Elimination. - Sebastian Schöps, Idoia Cortes Garcia, Michal Maciejewski, Bernhard Auchmann:
Reduced Order Modelling for the Simulation of Quenches in Superconducting Magnets. - Beatriz Lorenzo, Juan García-Rois, Xuanheng Li, Francisco Javier González-Castaño, Yuguang Fang:
A Robust Dynamic Edge Network Architecture for the Internet-of-Things. - Philipp Henzler, Volker Rasche, Timo Ropinski, Tobias Ritschel:
Single-image Tomography: 3D Volumes from 2D X-Rays. - Grzegorz Dudek:
A Method of Generating Random Weights and Biases in Feedforward Neural Networks with Random Hidden Nodes. - Pedram Daee, Tomi Peltola, Aki Vehtari, Samuel Kaski:
User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction. - Qifa Yan, Xiaohu Tang, Qingchun Chen:
On the Placement and Delivery Schemes for Decentralized Coded Caching System. - Thomas Bach, Muhammad Adnan Tariq, Ruben Mayer, Kurt Rothermel:
Knowledge is at the Edge! How to Search in Distributed Machine Learning Models. - Meihao Chen, Zhuoru Lin, Kyunghyun Cho:
Graph Convolutional Networks for Classification with a Structured Label Space. - Carla Mouradian, Sami Yangui, Roch H. Glitho:
Robots as-a-Service in Cloud Computing: Search and Rescue in Large-scale Disasters Case Study. - Monika Grewal, Muktabh Mayank Srivastava, Pulkit Kumar, Srikrishna Varadarajan:
RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans. - Alexandre Decan, Tom Mens, Philippe Grosjean:
An Empirical Comparison of Dependency Network Evolution in Seven Software Packaging Ecosystems. - Bernhard Bermeitinger, Maria Christoforaki, Simon Donig, Siegfried Handschuh:
Object Classification in Images of Neoclassical Artifacts Using Deep Learning. - Martin Genzel, Gitta Kutyniok, Maximilian März:
$\ell^1$-Analysis Minimization and Generalized (Co-)Sparsity: When Does Recovery Succeed? - Paul Guerrero, Yanir Kleiman, Maks Ovsjanikov, Niloy J. Mitra:
PCPNET: Learning Local Shape Properties from Raw Point Clouds. - Paulo Abelha, Frank Guerin:
Transfer of Tool Affordance and Manipulation Cues with 3D Vision Data. - Elif Tugce Ceran, Deniz Gündüz, András György:
Average Age of Information with Hybrid ARQ under a Resource Constraint. - Fethiye Irmak Dogan, Sinan Kalkan:
A Deep Incremental Boltzmann Machine for Modeling Context in Robots. - Nima Fazeli, Samuel Zapolsky, Evan M. Drumwright, Alberto Rodriguez:
Fundamental Limitations in Performance and Interpretability of Common Planar Rigid-Body Contact Models. - Fethiye Irmak Dogan, Ilker Bozcan, Sinan Kalkan:
A Learning Based Approach to Incremental Context Modeling in Robots. - Dániel Kondor, Hongmou Zhang, Remi Tachet des Combes, Paolo Santi, Carlo Ratti:
Estimating savings in parking demand using shared vehicles for home-work commuting. - Ruipeng Li:
On Parallel Solution of Sparse Triangular Linear Systems in CUDA. - Arunwan Boripan, Somphong Jitman, Patanee Udomkavanich:
Characterization and Enumeration of Complementary Dual Abelian Codes. - Marcos Zampieri, Shervin Malmasi, Gustavo Paetzold, Lucia Specia:
Complex Word Identification: Challenges in Data Annotation and System Performance. - Narjes Tahghigh Jahromi, Roch H. Glitho, Adel Larabi, Richard Brunner:
An NFV and Microservice Based Architecture for On-the-fly Component Provisioning in Content Delivery Networks. - Somphong Jitman, Todsapol Mankean:
Matrix-Product Constructions for Hermitian Self-Orthogonal Codes. - Noel C. F. Codella, David A. Gutman, M. Emre Celebi, Brian Helba, Michael A. Marchetti, Stephen W. Dusza, Aadi Kalloo, Konstantinos Liopyris, Nabin K. Mishra, Harald Kittler, Allan Halpern:
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC). - Arman Rahimzamani, Sreeram Kannan:
Potential Conditional Mutual Information: Estimators, Properties and Applications. - Samuel B. Hopkins, Pravesh K. Kothari, Aaron Potechin, Prasad Raghavendra, Tselil Schramm, David Steurer:
The power of sum-of-squares for detecting hidden structures. - Eman Alibeigi, Shadrokh Samavi, Shahram Shirani, Zahra Rahmani:
Real time ridge orientation estimation for fingerprint images. - Youngjun Cho, Nadia Bianchi-Berthouze, Simon J. Julier, Nicolai Marquardt:
ThermSense: Smartphone-based Breathing Sensing Platform using Noncontact Low-Cost Thermal Camera. - Zhuoyuan Song, Kamran Mohseni:
Long-Term Inertial Navigation Aided by Dynamics of Flow Field Features. - Eliezer Yudkowsky, Nate Soares:
Functional Decision Theory: A New Theory of Instrumental Rationality. - Sylvie Davies:
A New Technique for Reachability of States in Concatenation Automata. - Derya Malak, Mazin Al-Shalash, Jeffrey G. Andrews:
A Distributed Auction Policy for User Association in Device-to-Device Caching Networks. - Wuming Zhang, Xi Zhao, Jean-Marie Morvan, Liming Chen:
Improving Shadow Suppression for Illumination Robust Face Recognition. - (Withdrawn) A deep generative model for single-cell RNA sequencing with application to detecting differentially expressed genes.
- Alex Kuefler, Mykel J. Kochenderfer:
Burn-In Demonstrations for Multi-Modal Imitation Learning. - Gourab Mitra, Shashidhar Sundareisan, Bikash Kanti Sarkar:
A simple data discretizer. - Jacopo Cavazza, Pietro Morerio, Benjamin D. Haeffele, Connor Lane, Vittorio Murino, René Vidal:
Dropout as a Low-Rank Regularizer for Matrix Factorization. - Zhihao Zhou, Lifu Huang, Heng Ji:
Learning Phrase Embeddings from Paraphrases with GRUs. - Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou, Philip S. Yu:
Differentially Private Query Learning: from Data Publishing to Model Publishing. - David Carral, Pascal Hitzler, Hilmar Lapp, Sebastian Rudolph:
On the Ontological Modeling of Trees. - Farnoosh Ghadiri, Robert Bergevin, Masoud Shafiee:
An adaptive thresholding approach for automatic optic disk segmentation. - Yuxin Peng, Jinwei Qi, Yuxin Yuan:
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning. - Michal Derezinski, Manfred K. Warmuth:
Subsampling for Ridge Regression via Regularized Volume Sampling. - Aaron Chadha, Alhabib Abbas, Yiannis Andreopoulos:
Video Classification With CNNs: Using The Codec As A Spatio-Temporal Activity Sensor. - Kwangjun Ahn, Jisu Jeong:
Computing the maximum matching width is NP-hard. - Jeffrey Bosboom, Michael Hoffmann:
Netrunner Mate-in-1 or -2 is Weakly NP-Hard. - Sagi Eppel:
Hierarchical semantic segmentation using modular convolutional neural networks. - Martin Renqiang Min, Hongyu Guo, Dinghan Shen:
Parametric t-Distributed Stochastic Exemplar-centered Embedding. - Milad Mahdian, Edmund M. Yeh:
MinDelay: Low-latency Forwarding and Caching Algorithms for Information-Centric Networks. - (Withdrawn) When Point Process Meets RNNs: Predicting Fine-Grained User Interests with Mutual Behavioral Infectivity.
- Mikhail Tikhomirov:
On complexity of mutlidistance graph recognition in R1. - Kenji Saito, Shinji Hatta, Toshiya Hanada:
Digital Currency Design for Sustainable Active Debris Removal in Space. - Yi-Jin Pan, Cunhua Pan, Zhaohui Yang, Ming Chen:
Resource Allocation for D2D Communications Underlaying a NOMA-Based Cellular Network. - Avantika Singh, Vishesh Mistry, Dhananjay Yadav, Aditya Nigam:
GHCLNet: A Generalized Hierarchically tuned Contact Lens detection Network. - Abdullah Al-Dujaili, Suhaib A. Fahmy:
High Throughput 2D Spatial Image Filters on FPGAs. - Tushar Gupta, Shreyas Malakarjun Patil, Mukkaram Tailor, Daksh Thapar, Aditya Nigam:
BrainSegNet : A Segmentation Network for Human Brain Fiber Tractography Data into Anatomically Meaningful Clusters. - Shobhit Jain, Paolo Tiso:
Hyper-reduction over nonlinear manifolds for large nonlinear mechanical systems. - Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Chunping Hou:
Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation. - Runmin Cong, Jianjun Lei, Changqing Zhang, Qingming Huang, Xiaochun Cao, Chunping Hou:
Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion. - Hyeonwoo Noh, Tackgeun You, Jonghwan Mun, Bohyung Han:
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization. - Ali Gholami Rudi:
Approximate Hotspots of Orthogonal Trajectories. - Nicolas P. Rougier:
A graphical, scalable and intuitive method for the placement and the connection of biological cells. - Noushin Eftekheri, Hamidreza Pourreza, Ehsan Saeedi:
Microaneurysm Detection in Fundus Images Using a Two-step Convolutional Neural Networks. - Zutao Jiang, Jihua Zhu, Shanmin Pang, Yaochen Li, Jun Wang:
K-means clustering for efficient and robust registration of multi-view point sets. - Mohammad Mehdi Keikha, Maseud Rahgozar, Masoud Asadpour:
Community Aware Random Walk for Network Embedding. - Irfan Ul Haq, Sergio Chica, Juan Caballero, Somesh Jha:
Malware Lineage in the Wild. - Ivan Brugere, Tanya Y. Berger-Wolf:
Network Model Selection Using Task-Focused Minimum Description Length. - Hassan Ashtiani, Shai Ben-David, Abbas Mehrabian:
Agnostic Distribution Learning via Compression. - Georgiana Ifrim, Derek Greene, Mark T. Keane, Claudia Orellana-Rodriguez, Bichen Shi, Gevorg Poghosyan:
On Supporting Digital Journalism: Case Studies in Co-Designing Journalistic Tools. - Jian-Qiao Zhu, Adam N. Sanborn, Nick Chater:
Mental Sampling in Multimodal Representations. - Rajer Sindhu, Jayesh Ananya:
An Adaptive Framework for Missing Depth Inference Using Joint Bilateral Filter. - Charles Sutton, Linan Gong:
Popularity of arXiv.org within Computer Science. - Shushman Choudhury, Yifan Hou, Gilwoo Lee, Siddhartha S. Srinivasa:
Hybrid DDP in Clutter (CHDDP): Trajectory Optimization for Hybrid Dynamical System in Cluttered Environments. - Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff:
Learners that Leak Little Information. - Oussama Dhifallah, Christos Thrampoulidis, Yue M. Lu:
Phase Retrieval via Linear Programming: Fundamental Limits and Algorithmic Improvements. - Gilsoo Lee, Walid Saad, Mehdi Bennis:
An Online Optimization Framework for Distributed Fog Network Formation with Minimal Latency. - Qunwei Li, Bhavya Kailkhura, Ryan A. Goldhahn, Priyadip Ray, Pramod K. Varshney:
Robust Federated Learning Using ADMM in the Presence of Data Falsifying Byzantines. - Najmeh Daroogheh, Nader Meskin, Khashayar Khorasani:
Ensemble Kalman Filters (EnKF) for State Estimation and Prediction of Two-time Scale Nonlinear Systems with Application to Gas Turbine Engines. - Kuldeep S. Meel, Aditya A. Shrotri, Moshe Y. Vardi:
On Hashing-Based Approaches to Approximate DNF-Counting. - Mohamed Aslan, Ashraf Matrawy:
Modeling and Analysis of SDN Control Applications using Vector Spaces. - Tong Wang:
Multi-Value Rule Sets. - Hossein Karkeh Abadi, Balaji Prabhakar:
Stable Matchings in Metric Spaces: Modeling Real-World Preferences using Proximity. - Ouri Cohen, Bo Zhu, Matthew S. Rosen:
Deep Learning for Rapid Sparse MR Fingerprinting Reconstruction. - Frederik Ebert, Chelsea Finn, Alex X. Lee, Sergey Levine:
Self-Supervised Visual Planning with Temporal Skip Connections. - Zhaoji Zhang, Ying Li, Lei Liu, Huimei Han:
Sparse Message Passing Based Preamble Estimation for Crowded M2M Communications. - Wei Ping, Qiang Liu, Alexander Ihler:
Learning Infinite RBMs with Frank-Wolfe. - Chen Sun, Xiqi Gao, Zhi Ding, Xiang-Gen Xia:
Beam Domain Optical Wireless Massive MIMO Communications with Transmit Lens. - Haipeng Zeng, Hammad Haleem, Xavier Plantaz, Nan Cao, Huamin Qu:
CNNComparator: Comparative Analytics of Convolutional Neural Networks. - Ming Ding, David López-Pérez, Holger Claussen, Mohamed Ali Kâafar:
On the Fundamental Characteristics of Ultra-Dense Small Cell Networks. - Hyemin Ahn, Timothy Ha, Yunho Choi, Hwiyeon Yoo, Songhwai Oh:
Text2Action: Generative Adversarial Synthesis from Language to Action. - Yuqing Ni, Alex S. Leong, Daniel E. Quevedo, Ling Shi:
Game-Theoretic Pricing and Selection with Fading Channels. - TonTon Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao:
Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection. - Sayan Nag:
Vector Quantization using the Improved Differential Evolution Algorithm for Image Compression. - Tianqi Wang, Chao-Kai Wen, Hanqing Wang, Feifei Gao, Tao Jiang, Shi Jin:
Deep Learning for Wireless Physical Layer: Opportunities and Challenges. - Amit Milstein, Tzvi Ganel, Sigal Berman, Ilana Nisky:
The scaling of the gripper affects the action and perception in teleoperated grasping via a robot-assisted minimally invasive surgery system. - Nikhil Gupta, Dhivya Eswaran, Neil Shah, Leman Akoglu, Christos Faloutsos:
LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from Any Detector. - (Withdrawn) The Complete Extensions do not form a Complete Semilattice.
- Michal Szabados:
Nivat's conjecture holds for sums of two periodic configurations. - Agniva Banerjee, Karuna Pande Joshi:
Link Before You Share: Managing Privacy Policies through Blockchain. - Yiwei Zhou:
Clickbait Detection in Tweets Using Self-attentive Network. - Bernd Finkbeiner, Paul Gölz:
Synthesis in Distributed Environments. - Erik Velldal, Lilja Øvrelid, Eivind Alexander Bergem, Cathrine Stadsnes, Samia Touileb, Fredrik Jørgensen:
NoReC: The Norwegian Review Corpus. - Ershad Banijamali, Rui Shu, Mohammad Ghavamzadeh, Hung Bui, Ali Ghodsi:
Robust Locally-Linear Controllable Embedding. - Shuqing Chen, Holger Roth, Sabrina Dorn, Matthias May, Alexander Cavallaro, Michael M. Lell, Marc Kachelrieß, Hirohisa Oda, Kensaku Mori, Andreas K. Maier:
Towards Automatic Abdominal Multi-Organ Segmentation in Dual Energy CT using Cascaded 3D Fully Convolutional Network. - Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski:
A systematic study of the class imbalance problem in convolutional neural networks. - Chuang Wang, Yue M. Lu:
The Scaling Limit of High-Dimensional Online Independent Component Analysis. - Xiang Niu, Alaa Moussawi, Noemi Derzsy, Xin Lin, György Korniss, Boleslaw K. Szymanski:
Evolution of the Global Risk Network Mean-Field Stability Point. - Xinyan Yan, Krzysztof Choromanski, Byron Boots, Vikas Sindhwani:
Manifold Regularization for Kernelized LSTD. - Massimo Bartoletti, Tiziana Cimoli, Maurizio Murgia:
Timed Session Types. - Gabor Soter, Andrew T. Conn, Helmut Hauser, Jonathan Rossiter:
Bodily aware soft robots: integration of proprioceptive and exteroceptive sensors. - Ermao Cai, Da-Cheng Juan, Dimitrios Stamoulis, Diana Marculescu:
NeuralPower: Predict and Deploy Energy-Efficient Convolutional Neural Networks. - Sanjay Krishnan, Roy Fox, Ion Stoica, Ken Goldberg:
DDCO: Discovery of Deep Continuous Options forRobot Learning from Demonstrations. - Ehsan Emamjomeh-Zadeh, David Kempe:
A General Framework for Robust Interactive Learning. - Tong Wang, Cynthia Rudin:
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect. - Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit P. Sheth:
Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media. - Cathy Wu, Aboudy Kreidieh, Kanaad Parvate, Eugene Vinitsky, Alexandre M. Bayen:
Flow: Architecture and Benchmarking for Reinforcement Learning in Traffic Control. - P. Balasubramanian, Cuong Dang, Douglas L. Maskell, K. Prasad:
Asynchronous Early Output Section-Carry Based Carry Lookahead Adder with Alias Carry Logic. - Li Wang, Evangelos A. Theodorou, Magnus Egerstedt:
Safe Learning of Quadrotor Dynamics Using Barrier Certificates. - P. Balasubramanian, Cuong Dang, Douglas L. Maskell, K. Prasad:
Approximate Ripple Carry and Carry Lookahead Adders - A Comparative Analysis. - Bin Li, Hu Luo, Haoxin Zhang, Shunquan Tan, Zhongzhou Ji:
A multi-branch convolutional neural network for detecting double JPEG compression. - Suryajith Chillara, Nutan Limaye, Srikanth Srinivasan:
Small-depth Multilinear Formula Lower Bounds for Iterated Matrix Multiplication, with Applications. - Adyasha Maharana, Quynh C. Nguyen, Elaine O. Nsoesie:
Using Deep Learning and Satellite Imagery to Quantify the Impact of the Built Environment on Neighborhood Crime Rates. - Na Lei, Kehua Su, Li Cui, Shing-Tung Yau, Xianfeng David Gu:
A Geometric View of Optimal Transportation and Generative Model. - Daniel Lokshtanov, Saket Saurabh, Roohani Sharma, Meirav Zehavi:
Balanced Judicious Partition is Fixed-Parameter Tractable. - Shermila Ranadheera, Setareh Maghsudi, Ekram Hossain:
Computation Offloading and Activation of Mobile Edge Computing Servers: A Minority Game. - Chen Wang, Lihua Xie, Junsong Yuan:
Non-Iterative Localization and Fast Mapping. - Anoop Aroor, Susan L. Epstein:
Toward Crowd-Sensitive Path Planning. - Roberto Calandra, Andrew Owens, Manu Upadhyaya, Wenzhen Yuan, Justin Lin, Edward H. Adelson, Sergey Levine:
The Feeling of Success: Does Touch Sensing Help Predict Grasp Outcomes? - Kiem-Hieu Nguyen:
BKTreebank: Building a Vietnamese Dependency Treebank. - Ya-Hui Zhang:
Entanglement Entropy of Target Functions for Image Classification and Convolutional Neural Network. - Konstantinos Chatzikokolakis, Serge Haddad, Ali Kassem, Catuscia Palamidessi:
Trading Optimality for Performance in Location Privacy. - Yiming Zhang, Jiacheng Luo, Xiaofeng Gao, Guihai Chen:
Which is better? A Modularized Evaluation for Topic Popularity Prediction. - Devashish Gosain, Anshika Agarwal, Sambuddho Chakravarty, Hrishikesh B. Acharya:
The Devils in The Details: Placing Decoy Routers in the Internet. - Jukka Ruohonen:
Classifying Web Exploits with Topic Modeling. - Jukka Ruohonen, Ville Leppänen:
How PHP Releases Are Adopted in the Wild? - Bartosz Bednarczyk, Witold Charatonik:
Modulo Counting on Words and Trees. - Michael Mohan, Des Greer:
MultiRefactor: Automated Refactoring To Improve Software Quality. - Abdalla Swikir, Antoine Girard, Majid Zamani:
From dissipativity theory to compositional synthesis of symbolic models. - Yanir Kleiman, Maks Ovsjanikov:
Robust Structure-based Shape Correspondence. - Amaro Barreal, Camilla Hollanti:
On Fast-Decodable Algebraic Space-Time Codes. - Stella Civelli, Enrico Forestieri, Marco Secondini:
A Novel Detection Strategy for Nonlinear Frequency-Division Multiplexing. - Mariano Rico, José Manuél Gómez-Pérez, Rafael Gonzalez, Aleix Garrido, Óscar Corcho:
Collaboration Spheres: a Visual Metaphor to Share and Reuse Research Objects. - Vaibhav Krishna, Nino Antulov-Fantulin:
Learning from Incomplete Ratings using Nonlinear Multi-layer Semi-Nonnegative Matrix Factorization. - Hyegyeong Park, Dongwon Lee, Jaekyun Moon:
LDPC Code Design for Distributed Storage: Balancing Repair Bandwidth, Reliability and Storage Overhead. - Xiao Zhang, Lingjie Duan:
Optimal Deployment of UAV Networks for Delivering Emergency Wireless Coverage. - Wei Gao, David Hsu, Wee Sun Lee, Shengmei Shen, Karthikk Subramanian:
Intention-Net: Integrating Planning and Deep Learning for Goal-Directed Autonomous Navigation. - Rüdiger Ehlers, Bernd Finkbeiner:
Symmetric Synthesis. - Zhili Zhou, Tachun Lin:
Survivable Probability of Network Slicing with Random Physical Link Failure. - Hector Bjoljahn Hougaard:
How to Generate Pseudorandom Permutations Over Other Groups. - Liang Pang, Yanyan Lan, Jiafeng Guo, Jun Xu, Jingfang Xu, Xueqi Cheng:
DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval. - Matthias Dehmer, Frank Emmert-Streib, Yongtang Shi:
Quantitative Graph Theory: A new branch of graph theory and in network science. - Marc Aiguier, Isabelle Bloch:
Dual Logic Concepts based on Mathematical Morphology in Stratified Institutions: Applications to Spatial Reasoning. - Ilker Bozcan, Yagmur Oymak, Idil Zeynep Alemdar, Sinan Kalkan:
What is (missing or wrong) in the scene? A Hybrid Deep Boltzmann Machine For Contextualized Scene Modeling. - David Chapela-Campa, Manuel Mucientes, Manuel Lama:
Mining Frequent Patterns in Process Models. - Zhiyang Su, Ting Wang, Yu Xia, Mounir Hamdi:
FlowCover: Low-cost Flow Monitoring Scheme in Software Defined Networks. - Yichen Zhang, Alexander Melin, Seddik M. Djouadi, Mohammed M. Olama:
Performance Guaranteed Inertia Emulation for Diesel-Wind System Feed Microgrid via Model Reference Control. - Noman Islam, Zeeshan Islam, Nazia Noor:
A Survey on Optical Character Recognition System. - Leon Bungert, David A. Coomes, Matthias J. Ehrhardt, Jennifer Rasch, Rafael Reisenhofer, Carola-Bibiane Schönlieb:
Blind Image Fusion for Hyperspectral Imaging with the Directional Total Variation. - Simon Ostermann, Michael Roth, Stefan Thater, Manfred Pinkal:
Aligning Script Events with Narrative Texts. - Sanping Zhou, Jinjun Wang, Deyu Meng, Xiaomeng Xin, Yubing Li, Yihong Gong, Nanning Zheng:
Deep Self-Paced Learning for Person Re-Identification. - Zhiyang Su, Ting Wang, Yu Xia, Mounir Hamdi:
CeMon: A Cost-effective Flow Monitoring System in Software Defined Networks. - Samuele Capobianco, Luca Facheris, Fabrizio Cuccoli, Simone Marinai:
Vehicle classification based on convolutional networks applied to FM-CW radar signals. - Aryan Mobiny, Supratik Moulik, Ilker Gurcan, Tanay Shah, Hien Van Nguyen:
Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks. - Simon Rehwald, Amjad Ibrahim, Kristian Beckers, Alexander Pretschner:
ACCBench: A Framework for Comparing Causality Algorithms. 16-30 - Gerardo Tibaná-Herrera, María Teresa Fernández-Bajón, Félix de Moya-Anegón:
Categorization of an emerging discipline in the world publication system (SCOPUS): E-learning. - Francois Robert Hogan, Eudald Romo Grau, Alberto Rodriguez:
Reactive Planar Manipulation with Convex Hybrid MPC. - Brady Kieffer, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh:
Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks. - Scott Allen Burns:
Generating Reflectance Curves from sRGB Triplets. - Sobhan Moosavi, Behrooz Omidvar-Tehrani, R. Bruce Craig, Arnab Nandi, Rajiv Ramnath:
Characterizing Driving Context from Driver Behavior. - Gábor Lugosi, Mihalis G. Markakis, Gergely Neu:
On the Hardness of Inventory Management with Censored Demand Data. - Ioannis Dimitriou, Nikolaos Pappas:
Performance Analysis of a Cooperative Wireless Network with Adaptive Relays: A Network-Level Study. - Farshad Kheiri, Shadrokh Samavi, Nader Karimi:
Hardware design for binarization and thinning of fingerprint images. - Dominik Marek Loroch, Norbert Wehn, Franz-Josef Pfreundt, Janis Keuper:
TensorQuant - A Simulation Toolbox for Deep Neural Network Quantization. - Pedro R. D'Argenio, Marcus Gerhold, Arnd Hartmanns, Sean Sedwards:
A Hierarchy of Scheduler Classes for Stochastic Automata. - Vahid Towhidlou, Mohammad Shikh-Bahaei:
Adaptive Full Duplex Communications in Cognitive Radio Networks. - Titus Cieslewski, Siddharth Choudhary, Davide Scaramuzza:
Data-Efficient Decentralized Visual SLAM. - Alexander Bartl, Gerasimos Spanakis:
A retrieval-based dialogue system utilizing utterance and context embeddings. - Chijie Zhuang, Yong Zhang, Xin Zhou, Rong Zeng, Jinliang He, Lei Liu:
A Fast Tree Algorithm for Electric Field Calculation in Electrical Discharge Simulations. - Yanfeng Zhang, Qixin Gao, Lixin Gao, Cuirong Wang:
Maiter: An Asynchronous Graph Processing Framework for Delta-based Accumulative Iterative Computation. - Rens W. van der Heijden, Thomas Lukaseder, Frank Kargl:
Analyzing Attacks on Cooperative Adaptive Cruise Control (CACC). - Lakshay Narula, Todd E. Humphreys:
Requirements for Secure Clock Synchronization. - Yarden Sharon, Ilana Nisky:
What Can Spatiotemporal Characteristics of Movements in RAMIS Tell Us? - Natalia N. Tokareva, Anastasiya Gorodilova, Sergey Agievich, Valeriya Idrisova, Nikolay Kolomeec, Alexandr Kutsenko, Alexey Oblaukhov, George Shushuev:
Mathematical methods in solutions of the problems from the Third International Students' Olympiad in Cryptography. - Balaji Srinivasan Babu, P. Vijay Kumar:
A Tight Lower Bound on the Sub-Packetization Level of Optimal-Access MSR and MDS Codes. - Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov:
Discriminative Learning of Prediction Intervals. - Matt Olfat, Anil Aswani:
Spectral Algorithms for Computing Fair Support Vector Machines. - Michael Carl Tschantz, Shayak Sen, Anupam Datta:
Differential Privacy as a Causal Property. - Viacheslav Liskin, Sergiy Syrota:
E-learning Information Technology Based on an Ontology Driven Learning Engine. - Szymon Wasik, Maciej Antczak, Jan Badura, Artur Laskowski, Tomasz Sternal:
A Survey on Online Judge Systems and Their Applications. - Ching-pei Lee, Stephen J. Wright:
Using Neural Networks to Detect Line Outages from PMU Data. - Rémi Brochenin, Joos C. A. M. Buijs, Mehrnoosh Vahdat, Wil M. P. van der Aalst:
Resource Usage Analysis from a Different Perspective on MOOC Dropout. - Prajit Ramachandran, Barret Zoph, Quoc V. Le:
Searching for Activation Functions. - Godwin Ambukege, Godfrey Justo, Joseph Mushi:
Neuro Fuzzy Modelling for Prediction of Consumer Price Index. - Nima Fazeli, Samuel Zapolsky, Evan M. Drumwright, Alberto Rodriguez:
Learning Data-Efficient Rigid-Body Contact Models: Case Study of Planar Impact. - Jose Dolz, Ismail Ben Ayed, Jing Yuan, Christian Desrosiers:
HyperDense-Net: A hyper-densely connected CNN for multi-modal image semantic segmentation. - Sayna Ebrahimi, Anna Rohrbach, Trevor Darrell:
Gradient-free Policy Architecture Search and Adaptation. - Hassan Mansour:
A Short Note on Improved ROSETA. - Andreea Salinca:
Convolutional Neural Networks for Sentiment Classification on Business Reviews. - Meng Wang, Mengyue Liu, Jun Liu, Sen Wang, Guodong Long, Buyue Qian:
Safe Medicine Recommendation via Medical Knowledge Graph Embedding. - Ming Li, Dejun Yang, Jian Lin, Ming Li, Jian Tang:
SpecWatch: A Framework for Adversarial Spectrum Monitoring with Unknown Statistics. - Lorenzo Alvino:
Pushing the envelope in deep visual recognition for mobile platforms. - Andrei E. Romashchenko, Marius Zimand:
An operational characterization of mutual information in algorithmic information theory. - Leonid P. Yaroslavsky:
Compressed Sensing, ASBSR-method of image sampling and reconstruction and the problem of digital image acquisition with lowest possible sampling rate. - Yawei Hui, Yaohua Liu:
Volumetric Data Exploration with Machine Learning-Aided Visualization in Neutron Science. - Janusz A. Brzozowski, Lila Kari, Bai Li, Marek Szykula:
State Complexity of Overlap Assembly. - Andrea Galeotti, Benjamin Golub, Sanjeev Goyal:
Targeting Interventions in Networks. - Tianbing Xu, Qiang Liu, Jian Peng:
Stochastic Variance Reduction for Policy Gradient Estimation. - Tim Taylor:
Evolution in Virtual Worlds. - Christophe Van Gysel, Bhaskar Mitra, Matteo Venanzi, Roy Rosemarin, Grzegorz Kukla, Piotr Grudzien, Nicola Cancedda:
Reply With: Proactive Recommendation of Email Attachments. - Gaurav Misra, Nalin Asanka Gamagedara Arachchilage, Shlomo Berkovsky:
Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks. - Joel Ferguson, Alejandro Donaire, Romeo Ortega, Richard H. Middleton:
New results on disturbance rejection for energy-shaping controlled port-Hamiltonian systems. - Franck Dernoncourt, Ji Young Lee:
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. - Shuai Li, Huajun Guo, Nicholas Hopper:
Measuring Information Leakage in Website Fingerprinting Attacks. - Yinpeng Dong, Fangzhou Liao, Tianyu Pang, Xiaolin Hu, Jun Zhu:
Discovering Adversarial Examples with Momentum. - Hamed Shah-Mansouri, Vincent W. S. Wong:
Hierarchical Fog-Cloud Computing for IoT Systems: A Computation Offloading Game. - Runze Xu, Zhiming Zhou, Weinan Zhang, Yong Yu:
Face Transfer with Generative Adversarial Network. - Daqing Yi, Rohan Thakker, Cole Gulino, Oren Salzman, Siddhartha S. Srinivasa:
Generalizing Informed Sampling for Asymptotically Optimal Sampling-based Kinodynamic Planning via Markov Chain Monte Carlo. - Seok-Hwan Park, Osvaldo Simeone, Shlomo Shamai:
Multi-Tenant C-RAN With Spectrum Pooling: Downlink Optimization Under Privacy Constraints. - Mengdi Wang:
Primal-Dual π Learning: Sample Complexity and Sublinear Run Time for Ergodic Markov Decision Problems. - Li Yi, Lin Shao, Manolis Savva, Haibin Huang, Yang Zhou, Qirui Wang, Benjamin Graham, Martin Engelcke, Roman Klokov, Victor S. Lempitsky, Yuan Gan, Pengyu Wang, Kun Liu, Fenggen Yu, Panpan Shui, Bingyang Hu, Yan Zhang, Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Minki Jeong, Jaehoon Choi, Changick Kim, Angom Geetchandra, Narasimha Murthy, Bhargava Ramu, Bharadwaj Manda, M. Ramanathan, Gautam Kumar, P. Preetham, Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Christian Häne, Shubham Tulsiani, Jitendra Malik, Jared Lafer, Ramsey Jones, Siyuan Li, Jie Lu, Shi Jin, Jingyi Yu, Qixing Huang, Evangelos Kalogerakis, Silvio Savarese, Pat Hanrahan, Thomas A. Funkhouser, Hao Su, Leonidas J. Guibas:
Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55. - Jiawei Hu, Qun Liu:
CASICT Tibetan Word Segmentation System for MLWS2017. - Ayaka Kume, Eiichi Matsumoto, Kuniyuki Takahashi, Wilson Ko, Jethro Tan:
Map-based Multi-Policy Reinforcement Learning: Enhancing Adaptability of Robots by Deep Reinforcement Learning. - Sven Theobald, Philipp Diebold:
Beneficial and Harmful Agile Practices for Product Quality. - Jinfa Wang, Siyuan Jia, Hai Zhao, Jiu-Qiang Xu, Chuan Lin:
Internet Anomaly Detection based on Complex Network Path. - Martin Zihlmann, Dmytro Perekrestenko, Michael Tschannen:
Convolutional Recurrent Neural Networks for Electrocardiogram Classification. - Gregory J. Duck, Roland H. C. Yap:
EffectiveSan: Type and Memory Error Detection using Dynamically Typed C/C++. - Mohammad Dawud Ansari, Vladislav Golyanik, Didier Stricker:
Scalable Dense Monocular Surface Reconstruction. - Davy Geysen, Oscar De Somer, Christian Johansson, Jens Brage, Dirk Vanhoudt:
Operational thermal load forecasting in district heating networks using machine learning and expert advice. - Kostadin Kratchanov:
Cinnamons: A Computation Model Underlying Control Network Programming. - Tanmoy Chakraborty:
Role of Interdisciplinarity in Computer Sciences: Quantification, Impact and Life Trajectory. - Nghi D. Q. Bui, Lingixao Jiang, Yijun Yu:
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural Networks. - Damien Matti, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Combining LiDAR Space Clustering and Convolutional Neural Networks for Pedestrian Detection. - Elena Reshetova, Hans Liljestrand, Andrew Paverd, N. Asokan:
Towards Linux Kernel Memory Safety. - Linjun Zhou, Peng Cui, Shiqiang Yang, Wenwu Zhu, Qi Tian:
Learning to Learn Image Classifiers with Informative Visual Analogy. - Huichao Hong, Lixin Zheng, Shuwan Pan:
Computation of gray-level co-occurrence matrix based on CUDA and its optimization. - Laure Aptel, Aslan Tchamkerten:
Bits through queues with feedback. - Zihuan Wang, Ming Li, Qian Liu, A. Lee Swindlehurst:
Hybrid Precoder and Combiner Design with Low Resolution Phase Shifters in mmWave MIMO Systems. - Da Chen, Laurent D. Cohen:
A New Coherence-Penalized Minimal Path Model with Application to Retinal Vessel Centerline Delineation. - Kevin Cremanns, Dirk Roos:
Deep Gaussian Covariance Network. - Qian Feng, Sing Kiong Nguang, Alexandre Seuret:
Dissipative analysis of linear coupled differential-difference systems with distributed delays. - Varuna De Silva, Jamie Roche, Ahmet M. Kondoz:
Fusion of LiDAR and Camera Sensor Data for Environment Sensing in Driverless Vehicles. - Wim Abbeloos, Esra Ataer Cansizoglu, Sergio Caccamo, Yuichi Taguchi, Yukiyasu Domae:
3D Object Discovery and Modeling Using Single RGB-D Images Containing Multiple Object Instances. - Ertugrul Bayraktar, Pinar Boyraz:
Analysis of feature detector and descriptor combinations with a localization experiment for various performance metrics. - Christian Häger, Henry D. Pfister:
Nonlinear Interference Mitigation via Deep Neural Networks. - Marco Carraro, Matteo Munaro, Jeff Burke, Emanuele Menegatti:
Real-time marker-less multi-person 3D pose estimation in RGB-Depth camera networks. - Tianwei Lin, Xu Zhao, Zheng Shou:
Single Shot Temporal Action Detection. - Chiranjib Saha, Mehrnaz Afshang, Harpreet S. Dhillon:
Integrated mmWave Access and Backhaul in 5G: Bandwidth Partitioning and Downlink Analysis. - Yin Tat Lee, Santosh Srinivas Vempala:
Convergence Rate of Riemannian Hamiltonian Monte Carlo and Faster Polytope Volume Computation. - Apostolia Tsirikoglou, Joel Kronander, Magnus Wrenninge, Jonas Unger:
Procedural Modeling and Physically Based Rendering for Synthetic Data Generation in Automotive Applications. - Marwa El Halabi, Francis R. Bach, Volkan Cevher:
Combinatorial Penalties: Which structures are preserved by convex relaxations? - Andreas Pels, Johan J. C. Gyselinck, Ruth Vazquez Sabariego, Sebastian Schöps:
Solving nonlinear circuits with pulsed excitation by multirate partial differential equations. - Jun Hatori, Yuta Kikuchi, Sosuke Kobayashi, Kuniyuki Takahashi, Yuta Tsuboi, Yuya Unno, Wilson Ko, Jethro Tan:
Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions. - Pierre Aboulker, Samuel Fiorini, Tony Huynh, Gwenaël Joret, Jean-Florent Raymond, Ignasi Sau:
A tight Erdős-Pósa function for wheel minors. - Christopher Syben, Bernhard Stimpel, Katharina Breininger, Tobias Würfl, Rebecca Fahrig, Arnd Dörfler, Andreas K. Maier:
A Deep Learning Approach for Reconstruction Filter Kernel Discretization. - Seokju Lee, Junsik Kim, Jae Shin Yoon, Seunghak Shin, Oleksandr Bailo, Namil Kim, Tae-Hee Lee, Hyun Seok Hong, Seung-Hoon Han, In So Kweon:
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition. - Andreas Mathisen, Kaj Grønbæk:
Clear Visual Separation of Temporal Event Sequences. - Georgios Papoudakis, Philippe Preux, Martin Monperrus:
A generative model for sparse, evolving digraphs. - Michael P. Evans, Simon H. Tindemans, David Angeli:
Robustly Maximal Utilisation of Energy-Constrained Distributed Resources. - Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger:
Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance. - Sanketh Vedula, Ortal Senouf, Alexander M. Bronstein, Oleg V. Michailovich, Michael Zibulevsky:
Towards CT-quality Ultrasound Imaging using Deep Learning. - Matiss Rikters, Ondrej Bojar:
Paying Attention to Multi-Word Expressions in Neural Machine Translation. - Bo Zhang, Jackson DeBuhr, D. Niedzielski, S. Mayolo, B. Lu, Thomas L. Sterling:
DASHMM Accelerated Adaptive Fast Multipole Poisson-Boltzmann Solver on Distributed Memory Architecture. - Patrick Schwab, Gaetano Scebba, Jia Zhang, Marco Delai, Walter Karlen:
Beat by Beat: Classifying Cardiac Arrhythmias with Recurrent Neural Networks. - Heide Gluesing-Luerssen, Anna-Lena Horlemann-Trautmann:
Symbol Erasure Correction Capability of Spread Codes. - Wiktor B. Daszczuk, Jerzy Miescicki, Waldemar Grabski:
Distributed algorithm for empty vehicles management in personal rapid transit (PRT) network. - Guru Guruganesh, Euiwoong Lee:
Understanding the Correlation Gap for Matchings. - Jorge Bahamonde, Johan Bollen, Erick Elejalde, Leo Ferres, Barbara Poblete:
Power Structure in Chilean News Media. - Scott Allen Burns:
Subtractive Color Mixture Computation. - Zhiyu Sun, Yusen He, Andrey Gritsenko, Amaury Lendasse, Stephen Baek:
Deep Spectral Descriptors: Learning the point-wise correspondence metric via Siamese deep neural networks. - Ivan Vulic, Nikola Mrksic:
Specialising Word Vectors for Lexical Entailment. - Maher Alharby, Aad van Moorsel:
Blockchain-based Smart Contracts: A Systematic Mapping Study. - Jeffrey M. Dudek, Kuldeep S. Meel, Moshe Y. Vardi:
The Hard Problems Are Almost Everywhere For Random CNF-XOR Formulas. - David Holzmüller:
Efficient Neighbor-Finding on Space-Filling Curves. - Maria Glenski, Ellyn Ayton, Dustin Arendt, Svitlana Volkova:
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models. - Aiala Rosá, Luis Chiruzzo, Mathías Etcheverry, Santiago Castro:
RETUYT in TASS 2017: Sentiment Analysis for Spanish Tweets using SVM and CNN. - Xavier Dahan:
On the bit-size of non-radical triangular sets. - Claire Bonial, Matthew Marge, Ron Artstein, Ashley Foots, Felix Gervits, Cory J. Hayes, Cassidy Henry, Susan G. Hill, Anton Leuski, Stephanie M. Lukin, Pooja Moolchandani, Kimberly A. Pollard, David R. Traum, Clare R. Voss:
Laying Down the Yellow Brick Road: Development of a Wizard-of-Oz Interface for Collecting Human-Robot Dialogue. - Kuan Fang, Yunfei Bai, Stefan Hinterstoisser, Mrinal Kalakrishnan:
Multi-task Domain Adaptation for Deep Learning of Instance Grasping from Simulation. - Joshua Tobin, Wojciech Zaremba, Pieter Abbeel:
Domain Randomization and Generative Models for Robotic Grasping. - Samuel L. Smith, Quoc V. Le:
A Bayesian Perspective on Generalization and Stochastic Gradient Descent. - Juntao Chen, Rui Zhang, Quanyan Zhu:
Optimal Control of Interdependent Epidemics in Complex Networks. - Rania Rayyes, Daniel Kubus, Carsten Hartmann, Jochen J. Steil:
Learning Inverse Statics Models Efficiently. - Qian Yu, Mohammad Ali Maddah-Ali, Amir Salman Avestimehr:
Coded Fourier Transform. - Omid Haji Maghsoudi, Annie Vahedipour Tabrizi, Benjamin Robertson, Andrew Spence:
Superpixels Based Marker Tracking Vs. Hue Thresholding In Rodent Biomechanics Application. - Johannes Welbl, Pontus Stenetorp, Sebastian Riedel:
Constructing Datasets for Multi-hop Reading Comprehension Across Documents. - Amir Tasbihi, Frank R. Kschischang:
Successive Four-Dimensional Stokes-Space Direct Detection. - Dimitrios Kouzapas, Anna Philippou:
Privacy by typing in the π-calculus. - Ashraf Qadir, Jeremiah Neubert:
A Line-Point Unified Solution to Relative Camera Pose Estimation. - Mai T. P. Le, Guido Carlo Ferrante, Tony Q. S. Quek, Maria-Gabriella Di Benedetto:
Fundamental Limits of Low-Density Spreading NOMA with Fading. - Randal E. Bryant:
Chain Reduction for Binary and Zero-Suppressed Decision Diagrams. - Bilal Alsallakh, Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren:
Do Convolutional Neural Networks Learn Class Hierarchy? - Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang:
Scene Parsing with Global Context Embedding. - Mostafa Amin-Naji, Ali Aghagolzadeh:
Multi-focus image fusion using VOL and EOL in DCT domain. - Anna Sokolova, Anton Konushin:
Pose-based Deep Gait Recognition. - Haoshu Fang, Yuanlu Xu, Wenguan Wang, Xiaobai Liu, Song-Chun Zhu:
Learning Knowledge-guided Pose Grammar Machine for 3D Human Pose Estimation. - Wouter M. Kouw, Marco Loog:
On reducing sampling variance in covariate shift using control variates. - Quang Loc Le:
Enhancing Inductive Entailment Proofs in Separation Logic with Lemma Synthesis. - David Broman:
Hybrid Simulation Safety: Limbos and Zero Crossings. - Michel Conrado Cardoso Meneses:
Sistema de Navegação Autônomo Baseado em Visão Computacional. - Evgheniy Faerman, Felix Borutta, Kimon Fountoulakis, Michael W. Mahoney:
LASAGNE: Locality And Structure Aware Graph Node Embedding. - Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov:
Unsupervised Sentence Representations as Word Information Series: Revisiting TF-IDF. - Trong Nghia Hoang, Yuchen Xiao, Kavinayan Sivakumar, Christopher Amato, Jonathan P. How:
Near-Optimal Adversarial Policy Switching for Decentralized Asynchronous Multi-Agent Systems. - Iti Chaturvedi, Soujanya Poria, Erik Cambria:
Basic tasks of sentiment analysis. - Xue Bin Peng, Marcin Andrychowicz, Wojciech Zaremba, Pieter Abbeel:
Sim-to-Real Transfer of Robotic Control with Dynamics Randomization. - Bassem Khalfi, Mahdi Ben Ghorbel, Bechir Hamdaoui, Mohsen Guizani, Nizar Zorba:
A Particle Filtering Approach for Enabling Distributed and Scalable Sharing of DSA Network Resources. - Gregory Chang, Shovan Maity, Baibhab Chatterjee, Shreyas Sen:
Design Considerations of a Sub-50 μW Receiver Front-end for Implantable Devices in MedRadio Band. - Lerrel Pinto, Marcin Andrychowicz, Peter Welinder, Wojciech Zaremba, Pieter Abbeel:
Asymmetric Actor Critic for Image-Based Robot Learning. - Vijay Bhaskar Semwal:
Data Driven Computational Model for Bipedal Walking and Push Recovery. - Ruslan Shaydulin, Jie Chen, Ilya Safro:
Relaxation-Based Coarsening for Multilevel Hypergraph Partitioning. - Raphael Tang, Jimmy Lin:
Honk: A PyTorch Reimplementation of Convolutional Neural Networks for Keyword Spotting. - Dangwei Li, Xiaotang Chen, Zhang Zhang, Kaiqi Huang:
Learning Deep Context-aware Features over Body and Latent Parts for Person Re-identification. - Asahi Takaoka:
A recognition algorithm for simple-triangle graphs. - Mohammad Malekzadeh, Richard G. Clegg, Hamed Haddadi:
Replacement AutoEncoder: A Privacy-Preserving Algorithm for Sensory Data Analysis. - Ruishan Liu, James Zou:
The Effects of Memory Replay in Reinforcement Learning. - Masashi Okada, Tadahiro Taniguchi:
Acceleration of Gradient-based Path Integral Method for Efficient Optimal and Inverse Optimal Control. - Feiran Huang, Xiaoming Zhang, Zhoujun Li, Tao Mei, Yueying He, Zhonghua Zhao:
Learning Social Image Embedding with Deep Multimodal Attention Networks. - Zhaohui Yang, Wei Xu, Jianfeng Shi, Hao Xu, Ming Chen:
Association and Load Optimization with User Priorities in Load-Coupled Heterogeneous Networks. - Emeric Dynomant, Mathilde Gorieu, Helene Perrin, Marion Denorme, Fabien Pichon, Arnaud Desfeux:
MEDOC: a Python wrapper to load MEDLINE into a local MySQL database. - Johannes Stegmaier, Thiago Vallin Spina, Alexandre X. Falcão, Andreas Bartschat, Ralf Mikut, Elliot Meyerowitz, Alexandre Cunha:
Cell Segmentation in 3D Confocal Images using Supervoxel Merge-Forests with CNN-based Hypothesis Selection. - Woojeong Jin, Jinhong Jung, U Kang:
Supervised and Extended Restart in Random Walks for Ranking and Link Prediction in Networks. - Davide Ceneda, Theresia Gschwandtner, Thorsten May, Silvia Miksch, Hans-Jörg Schulz, Marc Streit, Christian Tominski:
Amending the Characterization of Guidance in Visual Analytics. - Dimosthenis Karatzas, Lluís Gómez i Bigorda, Marçal Rusiñol:
The Robust Reading Competition Annotation and Evaluation Platform. - Mohammad Taher Pilehvar, José Camacho-Collados, Roberto Navigli, Nigel Collier:
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. - Toby Walsh:
Deceased Organ Matching in Australia. - Jinghao Zhao, Hao Wu, Fengyu Deng, Wentian Bao, Wencheng Tang, Luoyi Fu, Xinbing Wang:
Maximum Value Matters: Finding Hot Topics in Scholarly Fields. - Tom Tirer, Raja Giryes:
Image Restoration by Iterative Denoising and Backward Projections. - Jiyoung Park, Jongpil Lee, Jangyeon Park, Jung-Woo Ha, Juhan Nam:
Representation Learning of Music Using Artist Labels. - Zachary A. Pardos, Lev Horodyskyj:
Analysis of Student Behaviour in Habitable Worlds Using Continuous Representation Visualization. - Thomas Kurmann, Pablo Márquez-Neila, Xiaofei Du, Pascal Fua, Danail Stoyanov, Sebastian Wolf, Raphael Sznitman:
Simultaneous Recognition and Pose Estimation of Instruments in Minimally Invasive Surgery. - Dimity Miller, Lachlan Nicholson, Feras Dayoub, Niko Sünderhauf:
Dropout Sampling for Robust Object Detection in Open-Set Conditions. - Martin Sulzmann, Peter Thiemann:
LTL Semantic Tableaux and Alternating ω-automata via Linear Factors. - Sher Ali Cheema, Emilio Rafael Balda, Yao Cheng, Martin Haardt, Amir Weiss, Arie Yeredor:
First-Order Perturbation Analysis of the SECSI Framework for the Approximate CP Decomposition of 3-D Noise-Corrupted Low-Rank Tensors. - Aviad Elyashar, Jorge Bendahan, Rami Puzis:
Detecting Clickbait in Online Social Media: You Won't Believe How We Did It. - Hamdy Mubarak:
Build Fast and Accurate Lemmatization for Arabic. - Amal Rannen Triki, Maxim Berman, Matthew B. Blaschko:
Stochastic Weighted Function Norm Regularization. - Raluca Diaconu, Jean Bacon, Jie Deng, Jatinder Singh:
ComFlux: External Composition and Adaptation of Pervasive Applications. - Rachel M. Holladay, Oren Salzman, Siddhartha S. Srinivasa:
Minimizing Task Space Frechet Error via Efficient Incremental Graph Search. - Clovis Eberhart, Tom Hirschowitz, Thomas Seiller:
An intensionally fully-abstract sheaf model for π (expanded version). - Bora S. Banjanin, Samuel A. Burden:
Nonsmooth optimal value and policy functions for mechanical systems subject to unilateral constraints. - Deepak Mishra, George C. Alexandropoulos:
Jointly Optimal Spatial Channel Assignment and Power Allocation for MIMO SWIPT Systems. - Kai Wan, Mingyue Ji, Pablo Piantanida, Daniela Tuninetti:
Caching in Combination Networks: Novel Multicast Message Generation and Delivery by Leveraging the Network Topology. - Swanand Kadhe, Alex Sprintson:
Universally Weakly Secure Coset Coding Schemes for Minimum Storage Regenerating (MSR) Codes. - Ramses Sala, Niccolò Baldanzini, Marco Pierini:
SQG-Differential Evolution for difficult optimization problems under a tight function evaluation budget. - Jay Jay Billings, Shantenu Jha:
Toward Common Components for Open Workflow Systems. - Vahid Saeidi, Ali A. Afzalian, Davood Gharavian:
Localization of DES Supervisory Control with Event Reduction. - Ramviyas Parasuraman, Sergio Caccamo, Fredrik Båberg, Petter Ögren, Mark A. Neerincx:
A New UGV Teleoperation Interface for Improved Awareness of Network Connectivity and Physical Surroundings. - Jaya Thomas, Sonia Thomas, Lee Sael:
Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA. - Abdelhadi Azzouni, Guy Pujolle:
NeuTM: A Neural Network-based Framework for Traffic Matrix Prediction in SDN. - Jonghwa Yim, Kyung-Ah Sohn:
Enhancing the Performance of Convolutional Neural Networks on Quality Degraded Datasets. - Mohammad Raji, John Duggan, Blaise DeCotes, Jian Huang, Bradley T. Vander Zanden:
Visual Progression Analysis of Student Records Data. - Mohammad Raji, Alok Hota, Robert Sisneros, Peter Messmer, Jian Huang:
Photo-Guided Exploration of Volume Data Features. - Shervin Minaee, Siyun Wang, Yao Wang, Sohae Chung, Xiuyuan Wang, Els Fieremans, Steven Flanagan, Joseph Rath, Yvonne W. Lui:
Identifying Mild Traumatic Brain Injury Patients From MR Images Using Bag of Visual Words. - Sven Jacobsson, Oscar Castañeda, Charles Jeon, Giuseppe Durisi, Christoph Studer:
Nonlinear Phase-Quantized Constant-Envelope Precoding for Massive MU-MIMO-OFDM. - Gabriel Hattori, Jon Trevelyan, William M. Coombs:
A non-ordinary peridynamics implementation for anisotropic materials. - Utkarsh Patel, Emre Hatay, Mike D'Arcy, Ghazal Zand, Pooyan Fazli:
Setting Up the Beam for Human-Centered Service Tasks. - Jorge F. Silva:
Shannon Entropy Estimation in ∞-Alphabets from Convergence Results. - Vivek Bheda, Dianna Radpour:
Using Deep Convolutional Networks for Gesture Recognition in American Sign Language. - Yuke Li, Fengjiao Liu, A. Stephen Morse:
A Distributed, Dynamical System View of Finite, Static Games. - Josh Gardner, Danai Koutra, Jawad Mroueh, Victor Pang, Arya Farahi, Sam Krassenstein, Jared Webb:
Driving with Data: Modeling and Forecasting Vehicle Fleet Maintenance in Detroit. - Ya-Yun Chen, Chia-Kai Liu, Yu-Hsiu Wang, Sue-Chuan Chen, Yi-Shan Hsieh, Jing-Tai Ke, T. C. Hsieh:
Measuring the unmeasurable - a project of domestic violence risk prediction and management. - Meredith Brindley, James Heyes, Darrell Booker:
Can Machine Learning Create an Advocate for Foster Youth? - Fouad B. Chedid:
Kolmogorov Complexity and Information Content. - Anca Sticlaru:
Material Classification using Neural Networks. - Fernando Diaz, Natnaell Mammo:
Promoting Saving for College Through Data Science. - Samiulla Shaikh, Harit Vishwakarma, Sameep Mehta, Kush R. Varshney, Karthikeyan Natesan Ramamurthy, Dennis Wei:
An End-To-End Machine Learning Pipeline That Ensures Fairness Policies. - Guolei Sun, Xiangliang Zhang:
Graph Embedding with Rich Information through Bipartite Heterogeneous Network. - Gabrielle Berman, Kerry Albright:
Children and the Data Cycle: Rights and Ethics in a Big Data World. - Anissa Tanweer, Nicholas Bolten, Margaret Drouhard, Jess Hamilton, Anat Caspi, Brittany Fiore-Gartland, Kaicheng Tan:
Mapping for accessibility: A case study of ethics in data science for social good. - Tongfei Chen:
Typesafe Abstractions for Tensor Operations. - Constantine E. Kontokosta, Boyeong Hong, Awais Malik, Ira M. Bellach, Xueqi Huang, Kristi Korsberg, Dara Perl, Avikal Somvanshi:
Predictors of Re-admission for Homeless Families in New York City: The Case of the Win Shelter Network. - Mustafa Kesal:
Generalized Bounds on the Capacity of the Binary-Input Channels. - Manuel Krebber, Henrik Barthels, Paolo Bientinesi:
MatchPy: A Pattern Matching Library. - Boyang Li, Beth Cardier, Tong Wang, Florian Metze:
Annotating High-Level Structures of Short Stories and Personal Anecdotes. - Niels Bantilan:
Themis-ml: A Fairness-aware Machine Learning Interface for End-to-end Discrimination Discovery and Mitigation. - Jason Lee, Kyunghyun Cho, Jason Weston, Douwe Kiela:
Emergent Translation in Multi-Agent Communication. - C. Anantaram, Sunil Kumar Kopparapu:
Adapting general-purpose speech recognition engine output for domain-specific natural language question answering. - Xingchao Peng, Ben Usman, Neela Kaushik, Judy Hoffman, Dequan Wang, Kate Saenko:
VisDA: The Visual Domain Adaptation Challenge. - Tim Sodergren, Jessica Hair, Jeff M. Phillips, Bei Wang:
Visualizing Sensor Network Coverage with Location Uncertainty. - Johan Ekekrantz, Nils Bore, Rares Ambrus, John Folkesson, Patric Jensfelt:
Unsupervised Object Discovery and Segmentation of RGBD-images. - Dushyanta Dhyani:
Exploring Neural Architectures for Multilingual Customer Feedback Analysis: IJCNLP 2017 Shared Task. - Xianyi Gao, Bernhard Firner, Shridatt Sugrim, Victor Kaiser-Pendergrast, Yulong Yang, Janne Lindqvist:
Transforming Speed Sequences into Road Rays on the Map with Elastic Pathing. - Xiaodong Cui, Vaibhava Goel, George Saon:
Embedding-Based Speaker Adaptive Training of Deep Neural Networks. - Yunwen Xu, Rui Xu, Weizhong Yan, Paul Ardis:
Concept Drift Learning with Alternating Learners. - Andrew Feit, Bérénice Mettler:
First-Person Perceptual Guidance Behavior Decomposition using Active Constraint Classification. - Biao Jia, Zhe Hu, Jia Pan, Dinesh Manocha:
Manipulating Highly Deformable Materials Using a Visual Feedback Dictionary. - Cheng Zhang, Yindi Jing, Yongming Huang, Luxi Yang:
Interleaved Training and Training-Based Transmission Design for Hybrid Massive Antenna Downlink. - Shafinaz Islam:
Network Load Balancing Methods: Experimental Comparisons and Improvement. - H. Brendan McMahan, Daniel Ramage, Kunal Talwar, Li Zhang:
Learning Differentially Private Language Models Without Losing Accuracy. - Carlos Murguia, Justin Ruths:
On Reachable Sets of Hidden CPS Sensor Attacks. - Heping Jiang:
A new constraint of the Hamilton cycle algorithm. - Alexander Peysakhovich, Adam Lerer:
Consequentialist conditional cooperation in social dilemmas with imperfect information. - Xinyue Hu, Caihong Kai, Shengli Zhang, Zhongyi Guo, Jun Gao:
Artificial-Noise-Aided Secure Channel with a Full-duplex Source. - Nhan Tran:
Applications of potential theoretic mother bodies in Electrostatics. - Hanjiang Lai, Yan Pan:
Improved Search in Hamming Space using Deep Multi-Index Hashing. - Seyed Mehran Dibaji, Hideaki Ishii, Roberto Tempo:
Resilient Randomized Quantized Consensus. - Yixing Fan, Jiafeng Guo, Yanyan Lan, Jun Xu, Liang Pang, Xueqi Cheng:
Learning Visual Features from Snapshots for Web Search. - Naci Saldi, Serdar Yüksel, Tamás Linder:
Finite Model Approximations for Partially Observed Markov Decision Processes with Discounted Cost. - Suryanto Nugroho, Sigit Hadi Waluyo, Luqman Hakim:
Comparative Analysis of Software Development Methods between Parallel, V-Shaped and Iterative. - M. Ammar Ben Khadra:
E3Solver: decision tree unification by enumeration. - Longguang Li, Aslan Tchamkerten:
Second Order Asymptotics for Communication under Strong Asynchronism. - Daniel Seebacher, Johannes Häußler, Michael Hundt, Manuel Stein, Hannes Müller, Ulrich Engelke, Daniel A. Keim:
Visual Analysis of Spatio-Temporal Event Predictions: Investigating the Spread Dynamics of Invasive Species. - Borko Boskovic, Janez Brest:
Protein Folding Optimization using Differential Evolution Extended with Local Search and Component Reinitialization. - Michael Ringgaard, Rahul Gupta, Fernando C. N. Pereira:
SLING: A framework for frame semantic parsing. - Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath:
Generative Adversarial Networks: An Overview. - Parikshit Saikia, Sushanta Karmakar:
A Primal-Dual based Distributed Approximation Algorithm for Prize Collecting Steiner Tree. - Pieter Fivez, Simon Suster, Walter Daelemans:
Unsupervised Context-Sensitive Spelling Correction of English and Dutch Clinical Free-Text with Word and Character N-Gram Embeddings. - Georges-Axel Jaloyan:
Safe Pointers in SPARK 2014. - Junhua Chen, Wei Zeng, Ge Fan, Junmin Shao:
A Price Driven Hazard Approach to User Retention. - Junhua Chen, Wei Zeng, Junming Shao, Ge Fan:
Preference Modeling by Exploiting Latent Components of Ratings. - Spyros Gkezerlis, Dimitris Kalles:
Decision Trees for Helpdesk Advisor Graphs. - Nasreen Anjum, Mohammad Shikh-Bahaei:
Evaluation of Availability of Initial-segments of Video Files in Device-to-Device (D2D) Network. - Chongyi Li, Jichang Guo, Chunle Guo:
Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer. - Jonathan Bright, Scott A. Hale, Bharath Ganesh, Andrew Bulovsky, Helen Z. Margetts, Phil Howard:
Does Campaigning on Social Media Make a Difference? Evidence from candidate use of Twitter during the 2015 and 2017 UK Elections. - Anika Bettge, Ribana Roscher, Susanne Wenzel:
Deep Self-taught Learning for Remote Sensing Image Classification. - Anne Braakmann-Folgmann, Ribana Roscher, Susanne Wenzel, Bernd Uebbing, Jürgen Kusche:
Sea Level Anomaly Prediction using Recurrent Neural Networks. - Yuying Chen, Ming Liu:
RRT* Combined with GVO for Real-time Nonholonomic Robot Navigation in Dynamic Environment. - Haoyang Ye, Ming Liu:
LiDAR and Inertial Fusion for Pose Estimation by Non-linear Optimization. - Tiphaine Viard, Raphaël Fournier-S'niehotta, Clémence Magnien, Matthieu Latapy:
Discovering Patterns of Interest in IP Traffic Using Cliques in Bipartite Link Streams. - Dawit Mureja, Hyunsin Park, Chang D. Yoo:
Meta-Learning via Feature-Label Memory Network. - Jedrzej Potoniec, Piotr Jakubowski, Agnieszka Lawrynowicz:
Swift Linked Data Miner: Mining OWL 2 EL class expressions directly from online RDF datasets. - Varun Mehta, Rahul Meshram, Kesav Kaza, S. N. Merchant:
Multi-armed Bandits with Constrained Arms and Hidden States. - Cem Ornek, Elif Vural:
Nonlinear Supervised Dimensionality Reduction via Smooth Regular Embeddings. - Michal Karpinski, Krzysztof Piecuch:
On vertex coloring without monochromatic triangles. - Haekyu Park, Hyunsik Jeon, Junghwan Kim, Beunguk Ahn, U Kang:
UniWalk: Explainable and Accurate Recommendation for Rating and Network Data. - Andrzej Pelc:
Reaching a Target in the Plane with no Information. - Aschkan Omidvar, Eren Erman Ozguven, O. Arda Vanli, Reza Tavakkoli-Moghaddam:
A Two-Phase Safe Vehicle Routing and Scheduling Problem: Formulations and Solution Algorithms. - Lars Jaffke, O-joung Kwon, Jan Arne Telle:
A unified polynomial-time algorithm for Feedback Vertex Set on graphs of bounded mim-width. - Yongjune Kim, Mingu Kang, Lav R. Varshney, Naresh R. Shanbhag:
Generalized Water-filling for Source-Aware Energy-Efficient SRAMs. - Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System. - Patricia Bouyer:
Games on graphs with a public signal monitoring. - Marina Zimmermann, Mostafa Mehdipour-Ghazi, Hazim Kemal Ekenel, Jean-Philippe Thiran:
Combining Multiple Views for Visual Speech Recognition. - Desmond Elliott, Stella Frank, Loïc Barrault, Fethi Bougares, Lucia Specia:
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description. - Oded Padon, Giuliano Losa, Mooly Sagiv, Sharon Shoham:
Paxos Made EPR: Decidable Reasoning about Distributed Protocols. - Mostafa Amin-Naji, Ali Aghagolzadeh:
Block DCT filtering using vector processing. - Noa Garcia, George Vogiatzis:
Dress like a Star: Retrieving Fashion Products from Videos. - Quanming Yao:
Efficient Robust Matrix Factorization with Nonconvex Penalties. - Honglun Zhang, Liqiang Xiao, Wenqing Chen, Yongkun Wang, Yaohui Jin:
Multi-Task Label Embedding for Text Classification. - Georgios Feretzakis, Dimitris Kalles, Vassilios S. Verykios:
On Using Linear Diophantine Equations to Tune the extent of Look Ahead while Hiding Decision Tree Rules. - Min Ye, Alexander Barg:
Repairing Reed-Solomon codes: Universally achieving the cut-set bound for any number of erasures. - Suchismit Mahapatra, Varun Chandola:
Modeling Graphs Using a Mixture of Kronecker Models. - Long Gong, Liang Liu, Sen Yang, Jun (Jim) Xu, Yi Xie, Xinbing Wang:
SERENADE: A Parallel Randomized Algorithm Suite for Crossbar Scheduling in Input-Queued Switches. - Tyler Derr, Chenxing Wang, Suhang Wang, Jiliang Tang:
Signed Node Relevance Measurements. - Alexander Millane, Zachary Taylor, Helen Oleynikova, Juan I. Nieto, Roland Siegwart, Cesar Cadena:
TSDF Manifolds: A Scalable and Consistent Dense Mapping Approach. - Michael Blondin, Alain Finkel, Jean Goubault-Larrecq:
Forward Analysis for WSTS, Part III: Karp-Miller Trees. - Artem Artemov, Eugeny Lutsenko, Edward Ayunts, Ivan Bolokhov:
Informational Neurobayesian Approach to Neural Networks Training. Opportunities and Prospects. - Yao Ma, Suhang Wang, Zhaochun Ren, Dawei Yin, Jiliang Tang:
Preserving Local and Global Information for Network Embedding. - Henry D. I. Abarbanel, Paul J. Rozdeba, Sasha Shirman:
Machine Learning as Statistical Data Assimilation. - Samira Ebrahimi Kahou, Adam Atkinson, Vincent Michalski, Ákos Kádár, Adam Trischler, Yoshua Bengio:
FigureQA: An Annotated Figure Dataset for Visual Reasoning. - Daniel E. Worrall, Stephan J. Garbin, Daniyar Turmukhambetov, Gabriel J. Brostow:
Interpretable Transformations with Encoder-Decoder Networks. - Guglielmo Fachini, Catalin Hritcu, Marco Stronati, Ana Nora Evans, Théo Laurent, Arthur Azevedo de Amorim, Benjamin C. Pierce, Andrew Tolmach:
Formally Secure Compilation of Unsafe Low-Level Components (Extended Abstract). - Deepak Garg, Catalin Hritcu, Marco Patrignani, Marco Stronati, David Swasey:
Robust Hyperproperty Preservation for Secure Compilation (Extended Abstract). - Weikang Fang, Yanjun Zhang, Bo Yu, Shaoshan Liu:
FPGA-based ORB Feature Extraction for Real-Time Visual SLAM. - Rui Xu, Yunwen Xu, Weizhong Yan:
Power Plant Performance Modeling with Concept Drift. - Elyas Sabeti, Anders Høst-Madsen:
Atypicality for Heart Rate Variability Using a Pattern-Tree Weighting Method. - Bruno Schneider, Dominik Jäckle, Florian Stoffel, Alexandra Diehl, Johannes Fuchs, Daniel A. Keim:
Visual Integration of Data and Model Space in Ensemble Learning. - Pavel Izmailov, Alexander Novikov, Dmitry Kropotov:
Scalable Gaussian Processes with Billions of Inducing Inputs via Tensor Train Decomposition. - Ian Gemp, Sridhar Mahadevan:
Online Monotone Games. - Shizhan Zhu, Sanja Fidler, Raquel Urtasun, Dahua Lin, Chen Change Loy:
Be Your Own Prada: Fashion Synthesis with Structural Coherence. - Francisco de Assis Zampirolli, Denise Hideko Goya, Edson Pinheiro Pimentel, Guiou Kobayashi:
Evaluation Process for an Introductory Programming Course Using Blended Learning. - Priyadarshini Panda, Narayan Srinivasa:
Learning to Recognize Actions from Limited Training Examples Using a Recurrent Spiking Neural Model. - Kuan Cheng, Xin Li, Ke Wu:
Synchronization Strings: Efficient and Fast Deterministic Constructions over Small Alphabets. - Walid Abdala Rfaei Jradi, Hugo A. D. do Nascimento, Wellington Martins:
A Fast and Generic GPU-Based Parallel Reduction Implementation. - Matías Alvarado, Arturo Yee Rendón, Carlos Villarreal:
Go game formal revealing by Ising model. - Michele Alberti, Mathias Seuret, Vinaychandran Pondenkandath, Rolf Ingold, Marcus Liwicki:
Historical Document Image Segmentation with LDA-Initialized Deep Neural Networks. - Bichen Wu, Alvin Wan, Xiangyu Yue, Kurt Keutzer:
SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud. - Mandar N. Kulkarni, Eugene Visotsky, Jeffrey G. Andrews:
Correction Factor for Analysis of MIMO Wireless Networks With Highly Directional Beamforming. - Marek Klonowski, Dariusz R. Kowalski, Jaroslaw Mirek, Prudence W. H. Wong:
Fault-tolerant parallel scheduling of arbitrary length jobs on a shared channel. - Travis Baumbaugh, Yariana Diaz, Sophia Friesenhahn, Felice Manganiello, Alexander Vetter:
Batch Codes from Hamming and Reed-Müller Codes. - Yi Luan, Chris Brockett, Bill Dolan, Jianfeng Gao, Michel Galley:
Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models. - Omid Haji Maghsoudi:
Superpixel Based Segmentation and Classification of Polyps in Wireless Capsule Endoscopy. - Lei Gao, Alexis Kuppersmith, Ruihong Huang:
Recognizing Explicit and Implicit Hate Speech Using a Weakly Supervised Two-path Bootstrapping Approach. - Lei Gao, Ruihong Huang:
Detecting Online Hate Speech Using Context Aware Models. - Jyoti Leeka, Srikanta Bedathur, Debajyoti Bera, Sriram Lakshminarasimhan:
STREAK: An Efficient Engine for Processing Top-k SPARQL Queries with Spatial Filters. - Lan V. Truong, Vincent Y. F. Tan:
The Reliability Function of Lossy Source-Channel Coding of Variable-Length Codes with Feedback. - Aneta Neumann, Frank Neumann, Tobias Friedrich:
Quasi-random Agents for Image Transition and Animation. - Eric Bodden:
Self-adaptive static analysis. - Oleksandr Bailo, François Rameau, In So Kweon:
Light-weight place recognition and loop detection using road markings. - Arash Shahriari, Fatih Porikli:
Multipartite Pooling for Deep Convolutional Neural Networks. - Arash Shahriari:
Distributed Deep Transfer Learning by Basic Probability Assignment. - Arash Shahriari:
Unified Backpropagation for Multi-Objective Deep Learning. - Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond K. Wong, Fang Chen:
A Semantically Motivated Approach to Compute ROUGE Scores. - Yi Zhang:
Univariate Contraction and Multivariate Desingularization of Ore Ideals. - Jeongsik Choi, Woong-Hee Lee, Jae-Hyun Lee, Jong-Ho Lee, Seong-Cheol Kim:
Deep Learning Based NLOS Identification with Commodity WLAN Devices. - Kun Liu, Wu Liu, Huadong Ma, Wenbing Huang, Xiongxiong Dong:
Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data. - Dario Paccagnan, Jason R. Marden:
The Importance of System-Level Information in Multiagent Systems Design: Cardinality and Covering Problems. - Alexander Pilz:
Planar 3-SAT with a Clause/Variable Cycle. - Tz-Ying Wu, Ting-An Chien, Cheng-Sheng Chan, Chan-Wei Hu, Min Sun:
Anticipating Daily Intention using On-Wrist Motion Triggered Sensing. - Gabriel Eilertsen, Joel Kronander, Gyorgy Denes, Rafal K. Mantiuk, Jonas Unger:
HDR image reconstruction from a single exposure using deep CNNs. - Pawel Trajdos, Marek Kurzynski:
Dynamic classifier chains for multi-label learning. - Bernhard Stimpel, Christopher Syben, Tobias Würfl, Katrin Mentl, Arnd Dörfler, Andreas K. Maier:
MR to X-Ray Projection Image Synthesis. - Eirini Papagiannopoulou, Grigorios Tsoumakas:
Local Word Vectors Guide Keyphrase Extraction. - Ralph Neininger, Jasmin Straub:
Probabilistic Analysis of the Dual-Pivot Quicksort "Count". - Anton Salikhmetov:
An impure solution to the problem of matching fans. - Georg Zetzsche:
The Emptiness Problem for Valence Automata over Graph Monoids. - Raphael Gontijo Lopes, Stefano Fenu, Thad Starner:
Data-Free Knowledge Distillation for Deep Neural Networks. - Rodrigo R. Barbieri, Gustavo M. D. Vieira:
Hardened Paxos Through Consistency Validation. - Filippo Maria Bianchi, Karl Øyvind Mikalsen, Robert Jenssen:
Learning compressed representations of blood samples time series with missing data. - Tuka Alhanai, Rhoda Au, James R. Glass:
Spoken Language Biomarkers for Detecting Cognitive Impairment. - Octavio Arriaga, Matias Valdenegro-Toro, Paul Plöger:
Real-time Convolutional Neural Networks for Emotion and Gender Classification. - Vivek Sharma, Ali Diba, Davy Neven, Michael S. Brown, Luc Van Gool, Rainer Stiefelhagen:
Classification Driven Dynamic Image Enhancement. - Florian Brachten, Stefan Stieglitz, Lennart Hofeditz, Katharina Kloppenborg, Annette Reimann:
Strategies and Influence of Social Bots in a 2017 German state election - A case study on Twitter. - Lyne P. Tchapmi, Christopher B. Choy, Iro Armeni, JunYoung Gwak, Silvio Savarese:
SEGCloud: Semantic Segmentation of 3D Point Clouds. - Daniel Funke, Sebastian Lamm, Peter Sanders, Christian Schulz, Darren Strash, Moritz von Looz:
Communication-free Massively Distributed Graph Generation. - Guillaume Fertin, Julien Fradin, Christian Komusiewicz:
The Maximum Colorful Arborescence problem parameterized by the structure of its color hierarchy graph. - Vitaly Aksenov, Petr Kuznetsov:
Parallel Combining: Making Use of Free Cycles. - Till Fluschnik, George B. Mertzios, André Nichterlein:
Kernelization Lower Bounds for Finding Constant Size Subgraphs. - Douglas Guilbeault, Joshua Becker, Damon Centola:
Complex Contagions: A Decade in Review. - Ilai Bistritz, Amir Leshem:
Asymptotically Optimal Resource Block Allocation With Limited Feedback. - Harvineet Singh, Amitabha Bagchi, Parag Singla:
Learning User Representations in Online Social Networks using Temporal Dynamics of Information Diffusion. - Fellipe A. Ugliara, Gustavo M. D. Vieira, José de Oliveira Guimarães:
Transparent Replication Using Metaprogramming in Cyan. - Shu Wang, Chi Li, William Sentosa, Henry Hoffmann, Shan Lu:
Understanding and Auto-Adjusting Performance-Related Configurations. - Alok Hota, Mohammad Raji, Tanner Hobson, Jian Huang:
A Space-Efficient Method for Navigable Ensemble Analysis and Visualization. - Wei Ping, Kainan Peng, Andrew Gibiansky, Sercan Ömer Arik, Ajay Kannan, Sharan Narang, Jonathan Raiman, John Miller:
Deep Voice 3: 2000-Speaker Neural Text-to-Speech. - Yuepeng Wang, Isil Dillig, Shuvendu K. Lahiri, William R. Cook:
Verifying Equivalence of Database-Driven Applications. - Earnest E. Hansley, Maurício Pamplona Segundo, Sudeep Sarkar:
Employing Fusion of Learned and Handcrafted Features for Unconstrained Ear Recognition. - Wanyun Cui, Xiyou Zhou, Hangyu Lin, Yanghua Xiao, Haixun Wang, Seung-won Hwang, Wei Wang:
Verb Pattern: A Probabilistic Semantic Representation on Verbs. - Supriya Kapur, Asit K. Mishra, Debbie Marr:
Low Precision RNNs: Quantizing RNNs Without Losing Accuracy. - Roy Wedge, James Max Kanter, Santiago Moral-Rubio, Sergio Iglesias Perez, Kalyan Veeramachaneni:
Solving the "false positives" problem in fraud prediction. - Christopher E. O'Lone, Harpreet S. Dhillon, R. Michael Buehrer:
A Statistical Characterization of Localization Performance in Wireless Networks. - Tales Imbiriba, Ricardo Augusto Borsoi, José Carlos Moreira Bermudez:
Generalized linear mixing model accounting for endmember variability. - Md. Mahbubur Rahman, Franklin Abodo, Leonardo Bobadilla, Brian Rapp:
Optimal Placement and Patrolling of Autonomous Vehicles in Visibility-Based Robot Networks. - Mozhgan Azimpourkivi, Umut Topkara, Bogdan Carbunar:
Camera Based Two Factor Authentication Through Mobile and Wearable Devices. - Jason Anastasopoulos, Jake Ryland Williams:
A Computational Framework for Multi-Modal Social Action Identification. - Jake Ryland Williams, Giovanni C. Santia:
Is space a word, too? - Graham H. Norton:
On the Annihilator Ideal of an Inverse Form. - Peter D. Grünwald, Nishant A. Mehta:
A Tight Excess Risk Bound via a Unified PAC-Bayesian-Rademacher-Shtarkov-MDL Complexity. - Sima Behpour, Kris M. Kitani, Brian D. Ziebart:
Adversarially Optimizing Intersection over Union for Object Localization Tasks. - Sang Woo Jun, Andy Wright, Sizhuo Zhang, Shuotao Xu, Arvind:
BigSparse: High-performance external graph analytics. - Zhe Bai, Eurika Kaiser, Joshua L. Proctor, J. Nathan Kutz, Steven L. Brunton:
Dynamic mode decomposition for compressive system identification. - Benjamin Spector, Michael Truell:
The Design and Implementation of Modern Online Programming Competitions. - Oran Shayer, Dan Levi, Ethan Fetaya:
Learning Discrete Weights Using the Local Reparameterization Trick. - Xinyu Wang, Isil Dillig, Rishabh Singh:
Program Synthesis using Abstraction Refinement. - Carlos Vinícius G. C. Lima, Dieter Rautenbach, Uéverton S. Souza, Jayme Luiz Szwarcfiter:
Eliminating Odd Cycles by Removing a Matching. - Hope Mogale:
High Performance Canny Edge Detector using Parallel Patterns for Scalability on Modern Multicore Processors. - Heng Qi, Wu Liu, Liang Liu:
An efficient deep learning hashing neural network for mobile visual search. - Yuanxing Zhang, Zhuqi Li, Chengliang Gao, Kaigui Bian, Lingyang Song, Shaoling Dong, Xiaoming Li:
Mobile Social Big Data: WeChat Moments Dataset, Network Applications, and Opportunities. - Abhishek Verma, Bérénice Mettler:
Human Learning of Unknown Environments in Agile Guidance Tasks. - Cheng-Jun Wang, Zhicong Chen, Qiang Qin, Naipeng Chao:
Leveraging the Flow of Collective Attention for Computational Communication Research. - Shihui Fu, Xiutao Feng, Qiang Wang:
On the Ambiguity of Differentially Uniform Functions. - Fahreddin Sükrü Torun, Murat Manguoglu, Cevdet Aykanat:
A Novel Partitioning Method for Accelerating the Block Cimmino Algorithm. - Baiyun Cui, Yingming Li, Yaqing Zhang, Zhongfei Zhang:
Text Coherence Analysis Based on Deep Neural Network. - Konrad Kollnig:
Constrained Optimisation of Rational Functions for Accelerating Subspace Iteration. - T.-H. Hubert Chan, Haotian Jiang, Shaofeng H.-C. Jiang:
A Unified PTAS for Prize Collecting TSP and Steiner Tree Problem in Doubling Metrics. - Pasupathy Vimalachandran, Hui Wang, Yu Zhang, G. Zhuo:
The Australian PCEHR system: Ensuring Privacy and Security through an Improved Access Control Mechanism. - Xintao Duan, Haoxian Song, En Zhang, Jingjing Liu:
Image camouflage based on Generate Model. - Aixiang Chen, Bingchuan Chen, Xiaolong Chai, Rui Bian, Hengguang Li:
A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity. - Habibul Islam, Om Prakash:
Skew cyclic codes and skew(1+u2+v3+uv4)-constacyclic codes over Fq + uFq + vFq + uvFq. - Habibul Islam, Om Prakash:
Construction of skew cyclic and skew constacyclic codes over Fq+uFq+vFq. - Cise Midoglu, Leonhard Wimmer, Andra Lutu, Ozgu Alay, Carsten Griwodz:
A Closer Look into Mobile Network Speed Measurements. - Guang Yang, Ming Xiao:
Performance Analysis of Millimeter-Wave Relaying: Impacts of Beamwidth and Self-Interference. - Stefano Buzzi, Alessio Zappone:
Downlink Power Control in User-Centric and Cell-Free Massive MIMO Wireless Networks. - Mario Alonzo, Stefano Buzzi:
Cell-Free and User-Centric Massive MIMO at Millimeter Wave Frequencies. - Yue Zhao, Jianshu Chen, H. Vincent Poor:
A Learning-to-Infer Method for Real-Time Power Grid Topology Identification. - Francesco Furiani, Giulio Martella, Alberto Paoluzzi:
Geometric Computing with Chain Complexes: Design and Features of a Julia Package. - Rod Rinkus, Jasmin Léveillé:
Superposed Episodic and Semantic Memory via Sparse Distributed Representation. - Bradley McDanel, Surat Teerapittayanon, H. T. Kung:
Incomplete Dot Products for Dynamic Computation Scaling in Neural Network Inference. - Siqi Nie, Ziheng Wang, Qiang Ji:
A Generative Restricted Boltzmann Machine Based Method for High-Dimensional Motion Data Modeling. - Gustavo M. D. Vieira, Islene C. Garcia, Luiz Eduardo Buzato:
Seamless Paxos Coordinators. - Matthew Wicker, Xiaowei Huang, Marta Kwiatkowska:
Feature-Guided Black-Box Safety Testing of Deep Neural Networks. - Alexandra M. Porter, Andréa W. Richa:
Collaborative Computation in Self-Organizing Particle Systems. - Mohit Yadav, Vivek Tyagi:
Deep Triphone Embedding Improves Phoneme Recognition. - Jiahui Li, Yin Sun, Limin Xiao, Shidong Zhou, C. Emre Koksal:
Super Fast Beam Tracking in Phased Antenna Arrays. - Philipp Walk, Babak Hassibi:
Stable Blind Deconvolution over the Reals from Additional Autocorrelations. - Jinshuo Dong, Aaron Roth, Zachary Schutzman, Bo Waggoner, Zhiwei Steven Wu:
Strategic Classification from Revealed Preferences. - Xin Hu, Yingting Yao, Luting Ye, Depeng Dang:
Natural Language Aggregate Query over RDF Data. - Yue Fu:
Meta-Key: A Secure Data-Sharing Protocol under Blockchain-Based Decentralised Storage Architecture. - Manas Ranjan Patra, Amar Ranjan Dash:
Accessibility analysis of some Indian educational web portals. - Ahmad RezazadehReyhani, Arman Farhang, Mingyue Ji, Rong-Rong Chen, Behrouz Farhang-Boroujeny:
Analysis of Discrete-Time MIMO OFDM-Based Orthogonal Time Frequency Space Modulation. - Stéphane Le Roux, Guillermo A. Pérez:
The Complexity of Graph-Based Reductions for Reachability in Markov Decision Processes. - Stanislaw Chrobot, Wiktor B. Daszczuk:
Communication Dualism in Distributed Systems with Petri Net Interpretation. - Bing Zhu, Kenneth W. Shum, Hui Li:
On the Duality of Fractional Repetition Codes. - Nicola Milano, Jônata Tyska Carvalho, Stefano Nolfi:
Moderate Environmental Variation Promotes Adaptation in Artificial Evolution. - Cunhua Pan, Hani Mehrpouyan, Yuanwei Liu, Maged Elkashlan, Arumugam Nallanathan:
Joint Pilot Allocation and Robust Transmission Design for Ultra-dense User-centric TDD C-RAN with Imperfect CSI. - Suzan Bayhan, Anatolij Zubow, Adam Wolisz:
Coexistence Gaps in Space: Cross-Technology Interference-Nulling for Improving LTE-U/WiFi Coexistence. - Qi Lyu, Zhifeng Kong, Chao Shen, Tianwei Yue:
WristAuthen: A Dynamic Time Wrapping Approach for User Authentication by Hand-Interaction through Wrist-Worn Devices. - Yansheng Wu, Qin Yue, Shuqin Fan:
Further factorization of xn-1 over a finite field. - Niharika Challapalli, Masaaki Nagahara, Mathukumalli Vidyasagar:
CLOT Norm Minimization for Continuous Hands-off Control. - Daniel de Carvalho, Jooyoung Lee, Adil Khan, Manuel Mazzara, Mansur Khazeev, Ruslan Mustafin, Alexandr Naumchev, Victor Rivera:
Teaching Programming and Design-by-Contract. - Piotr Przybyla:
How big is big enough? Unsupervised word sense disambiguation using a very large corpus. - Lili Meng, Jianhui Chen, Frederick Tung, James J. Little, Julien Valentin, Clarence W. de Silva:
Backtracking Regression Forests for Accurate Camera Relocalization. - Axel Halin, Alexandre Nuttinck, Mathieu Acher, Xavier Devroey, Gilles Perrouin, Benoit Baudry:
Test them all, is it worth it? A ground truth comparison of configuration sampling strategies. - Weichao Zhou, Wenchao Li:
Safety-Aware Apprenticeship Learning. - Daniel T. Larsson, Daniel Braun, Panagiotis Tsiotras:
Hierarchical State Abstractions for Decision-Making Problems with Computational Constraints. - Mrinal Haloi:
Rethinking Convolutional Semantic Segmentation Learning. - Veeresh D, Thimmaraju S. N, Ravish G. K:
Twin Sort Technique. - Mahdi Barzegar Khalilsarai, Saeid Haghighatshoar, Xinping Yi, Giuseppe Caire:
FDD Massive MIMO: Efficient Downlink Probing and Uplink Feedback via Active Channel Sparsification. - Wiktor B. Daszczuk:
Timed Concurrent State Machines. - Bernard Ghanem, Juan Carlos Niebles, Cees Snoek, Fabian Caba Heilbron, Humam Alwassel, Ranjay Krishna, Victor Escorcia, Kenji Hata, Shyamal Buch:
ActivityNet Challenge 2017 Summary. - Wenguan Wang, Jianbing Shen:
Deep Cropping via Attention Box Prediction and Aesthetics Assessment. - Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu:
Bringing Semantic Structures to User Intent Detection in Online Medical Queries. - Alessandro Abate, Luca Cardelli, Marta Kwiatkowska, Luca Laurenti, Boyan Yordanov:
Experimental Biological Protocols with Formal Semantics. - Andrew Figueroa, Steven Rollo, Sean Murthy:
A Brief Comparison of Two Enterprise-Class RDBMSs. - Michael Axtmann, Armin Wiebigke, Peter Sanders:
Lightweight MPI Communicators with Applications to Perfectly Balanced Schizophrenic Quicksort. - François Serre, Markus Püschel:
Characterizing and Enumerating Walsh-Hadamard Transform Algorithms. - Borna Obradovic, Titash Rakshit, Ryan Hatcher, Jorge Kittl, Rwik Sengupta, Joon Goo Hong, Mark S. Rodder:
A Multi-Bit Neuromorphic Weight Cell using Ferroelectric FETs, suitable for SoC Integration. - Annie Marsden, Sergio Bacallado:
Sequential Matrix Completion. - Gustavo M. D. Vieira, Luiz Eduardo Buzato:
On the Coordinator's Rule for Fast Paxos. - Andres Campero, Bjarke Felbo, Joshua B. Tenenbaum, Rebecca Saxe:
A First Step in Combining Cognitive Event Features and Natural Language Representations to Predict Emotions. - Tianlu Wang, Kota Yamaguchi, Vicente Ordonez:
Feedback-prop: Convolutional Neural Network Inference under Partial Evidence. - Prosenjit Bose, Matias Korman, André van Renssen, Sander Verdonschot:
Constrained Routing Between Non-Visible Vertices. - Junnan Yang, Ming Ding, Guoqiang Mao:
Optimum Interference Management in Underlay Inband D2D-Enhanced Cellular Networks. - (Withdrawn) Accelerated Reinforcement Learning.
- Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, Andrew Zisserman:
VGGFace2: A dataset for recognising faces across pose and age. - Lican Huang:
Directory Service Provided by DSCloud Platform. - Michael Amir, Alfred M. Bruckstein:
Probabilistic Pursuits on Graphs. - Joonatan Jalonen, Jarkko Kari:
Conjugacy of one-dimensional one-sided cellular automata is undecidable. - Dmitry Adamskiy, Tony Bellotti, Raisa Dzhamtyrova, Yuri Kalnishkan:
Aggregating Algorithm for Prediction of Packs. - Shibin Parameswaran, Charles-Alban Deledalle, Loïc Denis, Truong Q. Nguyen:
Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100× speed-up. - Pedro Araujo Gómez, Miguel Díaz-Rodríguez, Vicente Amela:
Design of a Robotic System for Diagnosis and Rehabilitation of Lower Limbs. - Michael Feldmann, Christina Kolb, Christian Scheideler, Thim Strothmann:
Self-Stabilizing Supervised Publish-Subscribe Systems. - Cyrine Selma, Hind Bril El Haouzi, Philippe Thomas, Jonathan Gaudreault, Michael Morin:
An iterative closest point method for measuring the level of similarity of 3d log scans in wood industry. - Bin Han, Longbao Wang, Hans D. Schotten:
A 3D Human Body Blockage Model for Outdoor Millimeter-Wave Cellular Communication. - Rémy Cazabet, Baccour Rym, Matthieu Latapy:
Tracking bitcoin users activity using community detection on a network of weak signals. - Pawel M. Idziak, Jacek Krzaczkowski:
Satisfiability in multi-valued circuits. - Saikat Chatterjee, Alireza M. Javid, Mostafa Sadeghi, Partha P. Mitra, Mikael Skoglund:
Progressive Learning for Systematic Design of Large Neural Networks. - M. D. Rokibul Hasan, Laurent Montier, Thomas Henneron, Ruth V. Sabariego:
POD-based reduced-order model of an eddy-current levitation problem. - Daniele Ucci, Leonardo Aniello, Roberto Baldoni:
Survey on the Usage of Machine Learning Techniques for Malware Analysis. - Fabio Massimo Zanzotto:
Human-in-the-loop Artificial Intelligence. - Jonghwa Yim, Kyung-Ah Sohn:
Investigating the feature collection for semantic segmentation via single skip connection. - Iulia Dragomir, Viorel Preoteasa, Stavros Tripakis:
The Refinement Calculus of Reactive Systems Toolset. - Luc Le Magoarou, Stéphane Paquelet:
Parametric channel estimation for massive MIMO. - Raphael Lopez Kaufman, Jegar Pitchforth, Lukas Vermeer:
Democratizing online controlled experiments at Booking.com. - Zvika Brakerski, Elena Kirshanova, Damien Stehlé, Weiqiang Wen:
Learning With Errors and Extrapolated Dihedral Cosets. - Guillaume Chèze, Thierry Combot:
Symbolic Computations of First Integrals for Polynomial Vector Fields. - Yaroslav Akhremtsev, Peter Sanders, Christian Schulz:
High-Quality Shared-Memory Graph Partitioning. - Richa Sharma, Muktabh Mayank Srivastava:
Testing the limits of unsupervised learning for semantic similarity. - Amir R. Zamir, Tilman Wekel, Pulkit Agrawal, Colin Wei, Jitendra Malik, Silvio Savarese:
Generic 3D Representation via Pose Estimation and Matching. - Lorenz Hübschle-Schneider, Peter Sanders:
Communication Efficient Checking of Big Data Operations. - Paulo S. L. M. Barreto, Bernardo David, Rafael Dowsley, Kirill Morozov, Anderson C. A. Nascimento:
A Framework for Efficient Adaptively Secure Composable Oblivious Transfer in the ROM. - Balázs Tóth:
Nauticle: a general-purpose particle-based simulation tool. - Marco Savi, Massimo Tornatore, Giacomo Verticale:
Impact of Processing-Resource Sharing on the Placement of Chained Virtual Network Functions. - Ulrich Brenner, Anna Hermann:
Faster Adder Circuits for Inputs with Prescribed Arrival Times. - Marie Nguyen, James C. Hoe:
Amorphous Dynamic Partial Reconfiguration with Flexible Boundaries to Remove Fragmentation. - Rik Bähnemann, Michael Pantic, Marija Popovic, Dominik Schindler, Marco Tranzatto, Mina Kamel, Marius Grimm, Jakob Widauer, Roland Siegwart, Juan I. Nieto:
THE ETH-MAV Team in the MBZ International Robotics Challenge. - Hadi Saki, Mohammad Shikh-Bahaei:
Spectral Efficiency of OFDMA Cognitive Radios under Imperfect Cross-Link Knowledge. - Obinna Ethelbert, Faraz Fatemi Moghaddam, Philipp Wieder, Ramin Yahyapour:
A JSON Token-Based Authentication and Access Management Schema for Cloud SaaS Applications. - Sébastien Bouchard, Yoann Dieudonné, Andrzej Pelc, Franck Petit:
Deterministic Rendezvous at a Node of Agents with Arbitrary Velocities. - Sathya Peri, Muktikanta Sa, Nandini Singhal:
Building Efficient Concurrent Graph Object through Composition of List-based Set. - Jiang Lu, Jie Hu, Guannan Zhao, Fenghua Mei, Changshui Zhang:
An In-field Automatic Wheat Disease Diagnosis System. - Raphaël Marczak, Pierre Hanna, Christine Hanna:
Influence des mécanismes dissociés de ludifications sur l'apprentissage en support numérique de la lecture en classe primaire. - Vidyasagar Sadhu, Dario Pompili, Saman A. Zonouz, Vincent Sritapan:
CollabLoc: Privacy-Preserving Multi-Modal Localization via Collaborative Information Fusion. - Cuiping Li, Xiao-Yang Liu, Yue Sun:
Tensor Matched Subspace Detection. - Kai Han, Chao Li, Xin Shi:
Autoencoder Feature Selector. - Patrick Verga, Emma Strubell, Ofer Shai, Andrew McCallum:
Attending to All Mention Pairs for Full Abstract Biological Relation Extraction. - Tuanfeng Y. Wang, Tobias Ritschel, Niloy J. Mitra:
Joint Material and Illumination Estimation from Photo Sets in the Wild. - Mathieu Léonardon, Adrien Cassagne, Camille Leroux, Christophe Jégo, Louis-Philippe Hamelin, Yvon Savaria:
Fast and Flexible Software Polar List Decoders. - Jinhua Tao, Zidong Du, Qi Guo, Huiying Lan, Lei Zhang, Shengyuan Zhou, Cong Liu, Hai-Feng Liu, Shan Tang, Allen Rush, Willian Chen, Shaoli Liu, Yunji Chen, Tianshi Chen:
BENCHIP: Benchmarking Intelligence Processors. - Nishant Nikhil, Muktabh Mayank Srivastava:
Content Based Document Recommender using Deep Learning. - Ranald Clouston:
Fitch-Style Modal Lambda Calculi. - Chaomei Chen, Ming Song, Go Eun Heo:
A Scalable and Adaptive Method for Finding Semantically Equivalent Cue Words of Uncertainty. - Robert Atkey, Michel Steuwer, Sam Lindley, Christophe Dubach:
Strategy Preserving Compilation for Parallel Functional Code. - Anestis Tsakmalis, Symeon Chatzinotas, Björn E. Ottersten:
Constrained Bayesian Active Learning of Interference Channels in Cognitive Radio Networks. - Mehdi Samiee, Mohsen Zayernouri, Mark M. Meerschaert:
A Unified Spectral Method for FPDEs with Two-sided Derivatives; Stability, and Error Analysis. - Mehdi Samiee, Mohsen Zayernouri, Mark M. Meerschaert:
A Unified Spectral Method for FPDEs with Two-sided Derivatives; A Fast Solver. - Tomoyoshi Shimobaba, Yutaka Endo, Takashi Nishitsuji, Takayuki Takahashi, Yuki Nagahama, Satoki Hasegawa, Marie Sano, Ryuji Hirayama, Takashi Kakue, Atsushi Shiraki, Tomoyoshi Ito:
Computational ghost imaging using deep learning. - Yao-Hung Hubert Tsai, Ruslan Salakhutdinov:
Improving One-Shot Learning through Fusing Side Information. - Michele Boreale:
Algebra, coalgebra, and minimization in polynomial differential equations. - Brian McMahan, Delip Rao:
Listening to the World Improves Speech Command Recognition. - Dina Goldin, David Burshtein:
Performance Bounds of Concatenated Polar Coding Schemes. - Sayan Bandyapadhyay, Tanmay Inamdar, Shreyas Pai, Sriram V. Pemmaraju:
Near-Optimal Clustering in the k-machine model. - Dirk Lewandowski, Friederike Kerkmann, Sandra Ruemmele, Sebastian Sünkler:
An Empirical Investigation On Search Engine Ad Disclosure. - Sebastian Sünkler, Dirk Lewandowski:
Does it matter which search engine is used? A user study using post-task relevance judgments. - Riccardo Colini-Baldeschi, Paul W. Goldberg, Bart de Keijzer, Stefano Leonardi, Stefano Turchetta:
Fixed Price Approximability of the Optimal Gain From Trade. - R. Vinayakumar, Barathi Ganesh H. B., M. Anand Kumar, K. P. Soman:
Deep Health Care Text Classification. - Yun William Yu, Griffin M. Weber:
HyperMinHash: Jaccard index sketching in LogLog space. - Edsko de Vries, Vasileios Koutavas:
Locally Nameless Permutation Types. - Samhaa R. El-Beltagy, Talaat Khalil, Amal Halaby, Muhammad Hammad:
Combining Lexical Features and a Supervised Learning Approach for Arabic Sentiment Analysis. - Samuel C. Gutekunst, David P. Williamson:
The Unbounded Integrality Gap of a Semidefinite Relaxation of the Traveling Salesman Problem. - Samhaa R. El-Beltagy, Mona El Kalamawy, Abu Bakr Soliman:
NileTMRG at SemEval-2017 Task 4: Arabic Sentiment Analysis. - Vatche Ishakian, Vinod Muthusamy, Aleksander Slominski:
Serving deep learning models in a serverless platform. - Chun-Hung Liu, Heng-Ming Hu:
Full-Duplex Heterogeneous Networks with Decoupled User Association: Throughput Region and Scheduling. - Edward Hutter, Edgar Solomonik:
Communication-avoiding Cholesky-QR2 for rectangular matrices. - Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, Sofie Pollin:
Key Technologies and System Trade-Offs for Detection and Localization of Amateur Drones. - Anupam Gupta, Euiwoong Lee, Jason Li:
An FPT Algorithm Beating 2-Approximation for k-Cut. - Vivek Balasubramanian, Matteo Turilli, Weiming Hu, Matthieu Lefebvre, Wenjie Lei, Guido Cervone, Jeroen Tromp, Shantenu Jha:
Harnessing the Power of Many: Extensible Toolkit for Scalable Ensemble Applications. - Haishan Ye, Zhihua Zhang:
Nesterov's Acceleration For Approximate Newton. - Philip N. Brown, Holly P. Borowski, Jason R. Marden:
Are Multiagent Systems Resilient to Communication Failures? - (Withdrawn) Convolutional Neural Knowledge Graph Learning.
- Yong Zheng:
Interpreting Contextual Effects By Contextual Modeling In Recommender Systems. - Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos:
Fully Context-Aware Video Prediction. - Nicolas Cherel, Jim Reesman, Arnaud Sahuguet, Tom Auer, Daniel Fink:
"Birds in the Clouds": Adventures in Data Engineering. - Eric Kingery, Michael S. Manley, Daniel Ratner:
Automating, Operationalizing and Productizing Journalistic Article Analysis. - Elizabeth Bondi, Debarun Kar, Venil Loyd Noronha, Donnabell Dmello, Milind Tambe, Fei Fang, Arvind Iyer, Robert Hannaford:
Video Labeling for Automatic Video Surveillance in Security Domains. - Olga Papadopoulou, Markos Zampoglou, Symeon Papadopoulos, Ioannis Kompatsiaris:
A Two-Level Classification Approach for Detecting Clickbait Posts using Text-Based Features. - Sanjay Purushotham, Chuizheng Meng, Zhengping Che, Yan Liu:
Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets. - Nastooh Taheri Javan, Masoud Sabaei, Mehdi Dehghan:
To Send or Not to Send: An Optimal Stopping Approach to Network Coding in Multi-hop Wireless Networks. - Stephen D. Strowes:
Bootstrapping Active IPv6 Measurement with IPv4 and Public DNS. - Bjørn Møller Greve, Håvard Raddum, Gunnar Fløystad, Øyvind Ytrehus:
Eliminating Variables in Boolean Equation Systems. - Hyungjoo Cho, Sungbin Lim, Gunho Choi, Hyunseok Min:
Neural Stain-Style Transfer Learning using GAN for Histopathological Images. - Giovanni Sutanto, Zhe Su, Stefan Schaal, Franziska Meier:
Learning Sensor Feedback Models from Demonstrations via Phase-Modulated Neural Networks. - Francisco J. Valero Cuevas, Marco Santello:
On Neuromechanical Approaches for the Study of Biological Grasp and Manipulation. - Ziniu Hu, Yun Ma, Yangyang Huang:
DroidWalker: Generating Reproducible Test Cases via Automatic Exploration of Android Apps. - Hui Huang:
Definite Sums of Hypergeometric Terms and Limits of P-Recursive Sequences. - Chaitanya Mitash, Abdeslam Boularias, Kostas E. Bekris:
Improving 6D Pose Estimation of Objects in Clutter via Physics-aware Monte Carlo Tree Search. - Jessica Perrie, Yanqi Hao, Zack Hayat, Recep Colak, Kelly A. Lyons, Shankar Vembu, Sam Molyneux:
Implementing Recommendation Algorithms in a Large-Scale Biomedical Science Knowledge Base. - Shan Zhang, Peter He, Katsuya Suto, Peng Yang, Lian Zhao, Xuemin Shen:
Cooperative Edge Caching in User-Centric Clustered Mobile Networks. - Dipan K. Pal, Ashwin A. Kannan, Gautam Arakalgud, Marios Savvides:
Max-Margin Invariant Features from Transformed Unlabeled Data. - Weijie Yuan, Nan Wu, Qinghua Guo, Yonghui Li, Chengwen Xing, Jingming Kuang:
Iterative Receivers for Downlink MIMO-SCMA: Message Passing and Distributed Cooperative Detection. - Fereshteh Didegah, Timothy D. Bowman, Kim Holmberg:
On the differences between citations and altmetrics: An investigation of factors driving altmetrics vs. citations for Finnish articles. - Aleksandrs Belovs, Gábor Ivanyos, Youming Qiao, Miklos Santha, Siyi Yang:
On the Polynomial Parity Argument Complexity of the Combinatorial Nullstellensatz. - Ricardo Antunes, Vicente A. González, Kenneth Walsh:
Quicker reaction, lower variability: The effect of transient time in flow variability of project-driven production. - Ahmed Fawzy Gad:
Comparison of Signaling and Media Approaches to Detect VoIP SPIT Attack. - Talya Eden, Shweta Jain, Ali Pinar, Dana Ron, C. Seshadhri:
Provable and practical approximations for the degree distribution using sublinear graph samples. - Fatemeh Nazemi, Aghil Yousefi-Koma, Farzad A. Shirazi, Majid Khadiv:
A Reactive and Efficient Walking Pattern Generator for Robust Bipedal Locomotion. - Naoki Kobayashi, Takeshi Tsukada, Keiichi Watanabe:
Higher-Order Program Verification via HFL Model Checking. - Kristina Lerman:
Computational Social Scientist Beware: Simpson's Paradox in Behavioral Data. - Michel Müller, Takayuki Aoki:
Hybrid Fortran: High Productivity GPU Porting Framework Applied to Japanese Weather Prediction Model. - Rup Kumar Deka, Dhruba Kumar Bhattacharyya, Jugal Kumar Kalita:
DDoS Attacks: Tools, Mitigation Approaches, and Probable Impact on Private Cloud Environment. - Chiara Ravazzi, Nelson P. K. Chan, Paolo Frasca:
Distributed estimation from relative measurements of heterogeneous and uncertain quality. - Ricardo Usbeck, Michael Hoffmann, Michael Röder, Jens Lehmann, Axel-Cyrille Ngonga Ngomo:
Using Multi-Label Classification for Improved Question Answering. - Vincent Gripon, Ghouthi B. Hacene, Matthias Löwe, Franck Vermet:
Improving Accuracy of Nonparametric Transfer Learning via Vector Segmentation. - Milan Ceska, Vojtech Havlena, Lukás Holík, Ondrej Lengál, Tomás Vojnar:
Approximate Reduction of Finite Automata for High-Speed Network Intrusion Detection. - Steven Gay, Pierre Schaus, Stefano Vissicchio:
REPETITA: Repeatable Experiments for Performance Evaluation of Traffic-Engineering Algorithms. - Yotam M. Y. Feldman, Oded Padon, Neil Immerman, Mooly Sagiv, Sharon Shoham:
Bounded Quantifier Instantiation for Checking Inductive Invariants. - Mirsad Cosovic, Dejan Vukobratovic, Vladimir Stankovic:
Linear State Estimation via 5G C-RAN Cellular Networks using Gaussian Belief Propagation. - Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Muneo Hori, Lalith Maddegedara, Kengo Nakajima:
Implicit Low-Order Unstructured Finite-Element Multiple Simulation Enhanced by Dense Computation using OpenACC. - Akansel Cosgun, Henrik I. Christensen:
Context Aware Robot Navigation using Interactively Built Semantic Maps. - Muhammad Ahmed Shah, Bhiksha Raj, Khaled A. Harras:
Inferring Room Semantics Using Acoustic Monitoring. - Guillermo Armando Ronda-Pupo, Thong Pham:
The Rich get Richer and the Fit get Richer Phenomena in Temporal Complex Networks in the Strategic Management Scientific Community. - Axel-Cyrille Ngonga Ngomo, Michael Röder, Diego Moussallem, Ricardo Usbeck, René Speck:
Automatic Generation of Benchmarks for Entity Recognition and Linking. - Mario Ullrich:
A note on the dispersion of admissible lattices. - Jonathan Scarlett, Volkan Cevher:
Efficient and Near-Optimal Noisy Group Testing: An Information-Theoretic Framework. - Stephanie Abraham, Tyler Silva, Robert Decourcy, Jim Cardon:
Tails & Tor and other tools for Safeguarding Online Activities. - Mike Thelwall:
Confidence intervals for normalised citation counts: Can they delimit underlying research capability? - Matthias W. Seeger, Asmus Hetzel, Zhenwen Dai, Neil D. Lawrence:
Auto-Differentiating Linear Algebra. - Philippe Thomas:
Clickbait Identification using Neural Networks. - Pawel Trajdos, Marek Kurzynski:
A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models. - Marco A. S. Netto, Rodrigo N. Calheiros, Eduardo R. Rodrigues, Renato Luiz de Freitas Cunha, Rajkumar Buyya:
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges. - Rahul Krishna, Amritanshu Agrawal, Akond Rahman, Alexander Sobran, Tim Menzies:
What is the Connection Between Issues, Bugs, and Enhancements? (Lessons Learned from 800+ Software Projects). - Bulat Khusainov, Eric C. Kerrigan, Andrea Suardi, George A. Constantinides:
Nonlinear Predictive Control on a Heterogeneous Computing Platform. - Diego Figueira, Luc Segoufin:
Bottom-up automata on data trees and vertical XPath. - Renyuan Zhang, Kai Cai:
Supervisor Localization of Discrete-Event Systems with Infinite Behavior. - Wenjie Feng, Shenghua Liu, Christos Faloutsos, Bryan Hooi, Huawei Shen, Xueqi Cheng:
EagleMine: Vision-Guided Mining in Large Graphs. - Jessica A. Enright, Kitty Meeks:
Counting small subgraphs in multi-layer networks. - Jason Sewall, Simon J. Pennycook:
High-Performance Code Generation though Fusion and Vectorization. - Wesley Pegden, Ariel D. Procaccia, Dingli Yu:
A partisan districting protocol with provably nonpartisan outcomes. - Manas Ranjan Patra, Amar Ranjan Dash, Prasanna Kumar Mishra:
A Quantitative Analysis of WCAG 2.0 Compliance For Some Indian Web Portals. - Jangwon Lee:
A survey of robot learning from demonstrations for Human-Robot Collaboration. - Eric Tutu Tchao, Richard Y. Ansah, Seth D. Djane:
Barrier Free Internet Access: Evaluating the Cyber Security Risk Posed by the Adoption of Bring Your Own Devices to e-Learning Network Infrastructure. - Prashant Narayanan, Lakshmi Narasimhan Theagarajan:
Discrete Power control stochastic game on the Multiple access channel. - Bulat Khusainov, Eric C. Kerrigan, George A. Constantinides:
Automatic Software and Computing Hardware Co-design for Predictive Control. - Taehyeun Park, Walid Saad:
Distributed Learning for Low Latency Machine Type Communication in a Massive Internet of Things. - Selim Coskun, Yasanur Kayikci, Eray Gençay:
Adapting Engineering Education to Industrie 4.0 Vision. - Stéphane Chrétien, Nathalie Herr, Jean-Marc Nicod, Christophe Varnier:
Post-Prognostics Decision for Optimizing the Commitment of Fuel Cell Systems. - Flavio Chierichetti, Shahrzad Haddadan:
On the Complexity of Sampling Nodes Uniformly from a Graph. - Tatsuro Kawamoto:
Algorithmic infeasibility of community detection in higher-order networks. - Stefan Bard, Thomas Bellitto, Christopher Duffy, Gary MacGillivray, Feiran Yang:
Complexity of locally-injective homomorphisms to tournaments. - Henry Schreiner, Christoph Hasse, Bradley Hittle, Himadri Pandey, Michael D. Sokoloff, Karen Tomko:
GooFit 2.0. - Neha Joshi:
A Quantitative Study of the Impact of Social Media Reviews on Brand Perception. - Tatsuro Kawamoto:
Algorithmic detectability threshold of the stochastic blockmodel. - Wiktor B. Daszczuk:
Deadlock and Termination Detection using IMDS Formalism and Model Checking. Version 2. - David St-Onge, Vivek Shankar Varadharajan, Guannan Li, Ivan Svogor, Giovanni Beltrame:
ROS and Buzz: consensus-based behaviors for heterogeneous teams. - Wiktor B. Daszczuk:
Macrogeneration and Automata Libraries For COSMA design environment. - Wiktor B. Daszczuk, Jerzy Miescicki:
JADE - A Platform for Research on Cooperation of Physical and Virtual Agents. - Jiawei Su, Danilo Vasconcellos Vargas, Kouichi Sakurai:
One pixel attack for fooling deep neural networks. - Paul M. J. Van den Hof, Arne G. Dankers, Harm H. M. Weerts:
Identification in Dynamic Networks. - Mao Mao, Alan F. Blackwell, David A. Good:
Retirement Transition in the Digital Ecology: Reflecting on Identity Reconstruction and Technology Appropriation. - Bence Zuti:
Modern-day Universities and Regional Development. - Andrew J. Wagenmaker, Brian E. Moore, Raj Rao Nadakuditi:
Robust Photometric Stereo via Dictionary Learning. - Bill Howe, Julia Stoyanovich, Haoyue Ping, Bernease Herman, Matt Gee:
Synthetic Data for Social Good. - Andreas Haupt, Mohammad Khatami, Thomas Schultz, Ngoc Mai Tran:
Classification on Large Networks: A Quantitative Bound via Motifs and Graphons. - Tanya Y. Berger-Wolf, Daniel I. Rubenstein, Charles V. Stewart, Jason A. Holmberg, Jason Parham, Sreejith Menon, Jonathan P. Crall, Jon Van Oast, Emre Kiciman, Lucas Joppa:
Wildbook: Crowdsourcing, computer vision, and data science for conservation. - Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney:
A Memristor-Based Optimization Framework for AI Applications. - Saeed Soori, Aditya Devarakonda, James Demmel, Mert Gürbüzbalaban, Maryam Mehri Dehnavi:
Avoiding Communication in Proximal Methods for Convex Optimization Problems. - Rens W. van der Heijden, Felix Engelmann, David Mödinger, Franziska Schönig, Frank Kargl:
Blackchain: Scalability for Resource-Constrained Accountable Vehicle-to-X Communication. - Shaojun Zhu, Andrew Kimmel, Kostas E. Bekris, Abdeslam Boularias:
Model Identification via Physics Engines for Improved Policy Search. - Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex Gammerman:
Conformal predictive distributions with kernels. - Pei Cao, Shengli Zhang, Jiong Tang:
Pre-Processing-Free Gear Fault Diagnosis Using Small Datasets with Deep Convolutional Neural Network-Based Transfer Learning. - David Rupprecht, Adrian Dabrowski, Thorsten Holz, Edgar R. Weippl, Christina Pöpper:
On Security Research towards Future Mobile Network Generations. - Markus Brill, Till Fluschnik, Vincent Froese, Brijnesh J. Jain, Rolf Niedermeier, David Schultz:
Exact Mean Computation in Dynamic Time Warping Spaces. - Seyed Mohammad Seyedzadeh, Alex K. Jones, Rami G. Melhem:
A Variable Length Coding Framework for Cost Function Reduction in Non-Volatile Memory Systems. - János Végh:
Statistical considerations on limitations of supercomputers. - Frank Gurski, Carolin Rehs:
Counting and Enumerating Independent Sets with Applications to Knapsack Problems. - Milad Makkie, Heng Huang, Yu Zhao, Athanasios V. Vasilakos, Tianming Liu:
Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics. - Hideyuki Tachibana, Katsuya Uenoyama, Shunsuke Aihara:
Efficiently Trainable Text-to-Speech System Based on Deep Convolutional Networks with Guided Attention. - Dimitri Scheftelowitsch, Peter Buchholz, Vahid Hashemi, Holger Hermanns:
Multi-Objective Approaches to Markov Decision Processes with Uncertain Transition Parameters. - Daniel Hausmann, Lutz Schröder, Hans-Peter Deifel:
Permutation Games for the Weakly Aconjunctive mu-Calculus. - Tomer Koren, Roi Livni, Yishay Mansour:
Multi-Armed Bandits with Metric Movement Costs. - Jingge Zhu, Ye Pu, Vipul Gupta, Claire J. Tomlin, Kannan Ramchandran:
A Sequential Approximation Framework for Coded Distributed Optimization. - Jelena Diakonikolas, Lorenzo Orecchia:
Solving Packing and Covering LPs in Õ(1/ε2) Distributed Iterations with a Single Algorithm and Simpler Analysis. - Alejandro Robles, Mustafa Hajij, Paul Rosen:
The Shape of an Image: A Study of Mapper on Images. - Tetsuya Sato, Gilles Barthe, Marco Gaboardi, Justin Hsu, Shin-ya Katsumata:
Reasoning about Divergences for Relaxations of Differential Privacy. - Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Kaushik Roy, Shreyas Sen:
An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. - Markus Kliegl, Siddharth Goyal, Kexin Zhao, Kavya Srinet, Mohammad Shoeybi:
Trace norm regularization and faster inference for embedded speech recognition RNNs. - Jianxin Zhao, Richard Mortier, Jon Crowcroft, Liang Wang:
User-centric Composable Services: A New Generation of Personal Data Analytics. - Xuefeng Yao, Ming Ding, David López-Pérez, Zihuai Lin, Guoqiang Mao:
What is the Optimal Network Deployment for a Fixed Density of Antennas? - Sayed Amir Hoseini, Ming Ding, Mahbub Hassan:
Massive MIMO Performance Comparison of Beamforming and Multiplexing in the Terahertz Band. - Sayed Amir Hoseini, Ming Ding, Mahbub Hassan:
A New Look at MIMO Capacity in the Millimeter Wave. - Animesh Yadav, Mathew Goonewardena, Wessam Ajib, Octavia A. Dobre, Halima Elbiaze:
Energy Management for Energy Harvesting Wireless Sensors with Adaptive Retransmission. - Eunjin Oh, Jean-Lou De Carufel, Hee-Kap Ahn:
The Geodesic 2-center Problem in a Simple Polygon. - Hossein Hosseinzadeh, Mihailo Isakov, Mostafa Darabi, Ahmad Patooghy, Michel A. Kinsy:
Janus: An Uncertain Cache Architecture to Cope with Side Channel Attacks. - Ryan Pilgrim, Junan Zhu, Dror Baron, Waheed U. Bajwa:
Generalized Geometric Programming for Rate Allocation in Consensus. - (Withdrawn) Deep Convolutional Neural Networks for Anomaly Event Classification on Distributed Systems.
- Amritanshu Agrawal, Akond Rahman, Rahul Krishna, Alexander Sobran, Tim Menzies:
We Don't Need Another Hero? The Impact of "Heroes" on Software Development. - Sangho Lee, Taesoo Kim:
Leaking Uninitialized Secure Enclave Memory via Structure Padding (Extended Abstract). - Srihari Kankanahalli:
End-to-End Optimized Speech Coding with Deep Neural Networks. - Saurabh Hukerikar, Christian Engelmann:
A Pattern Language for High-Performance Computing Resilience. - Gunjan Sehgal, Bindu Gupta, Kaushal Paneri, Karamjit Singh, Geetika Sharma, Gautam Shroff:
Crop Planning using Stochastic Visual Optimization. - Wiktor B. Daszczuk:
State Space Reduction for Reachability Graph of CSM Automata. - Wiktor B. Daszczuk:
Verification of Design Decisions in Communication Protocol by Evaluation of Temporal Logic Formulas. - Sounak Banerjee, Prasenjit Majumder, Mandar Mitra:
Re-evaluating the need for Modelling Term-Dependence in Text Classification Problems. - Ziteng Wang, Emmanuel Vincent, Yonghong Yan:
Relative Transfer Function Inverse Regression from Low Dimensional Manifold. - Robert Künnemann:
Sufficient and necessary causation are dual. - Aditya Mogadala, Dominik Jung, Achim Rettinger:
Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings. - Martin Völker, Robin Tibor Schirrmeister, Lukas Dominique Josef Fiederer, Wolfram Burgard, Tonio Ball:
Deep Transfer Learning for Error Decoding from Non-Invasive EEG. - Md. Abdul Latif Sarker:
Distortion-free Golden Precoded Alamouti for MISO Systems. - Adi Shraibman:
Nondeterministic Communication Complexity with Help and Graph Functions. - Angelos-Christos G. Anadiotis, Laura Galluccio, Sebastiano Milardo, Giacomo Morabito, Sergio Palazzo:
SD-WISE: A Software-Defined WIreless SEnsor network. - Srivatsa Prativadibhayankaram, Huynh Van Luong, Thanh-Ha Le, André Kaup:
Compressive Online Robust Principal Component Analysis with Optical Flow for Video Foreground-Background Separation. - Stefan M. Moser, Ligong Wang, Michèle Angela Wigger:
Capacity Results on Multiple-Input Single-Output Wireless Optical Channels. - Srikrishna Varadarajan, Muktabh Mayank Srivastava, Monika Grewal, Pulkit Kumar:
Anatomical labeling of brain CT scan anomalies using multi-context nearest neighbor relation networks. - Manuel Sebastian Mariani, Matús Medo, François Lafond:
Early identification of important patents through network centrality. - Veeru Talreja, Terry Ferrett, Matthew C. Valenti, Arun Ross:
Biometrics-as-a-Service: A Framework to Promote Innovative Biometric Recognition in the Cloud. - Alexandros Filotheou, Alexandros Nikou, Dimos V. Dimarogonas:
Decentralized Control of Uncertain Multi-Agent Systems with Connectivity Maintenance and Collision Avoidance. - Jad Hamza, Viktor Kuncak:
Minimal Synthesis of String To String Functions From Examples. - Alain Girault, Gregor Gößler, Rachid Guerraoui, Jad Hamza, Dragos-Adrian Seredinschi:
Why You Can't Beat Blockchains: Consistency and High Availability in Distributed Systems. - James Large, Jason Lines, Anthony J. Bagnall:
The Heterogeneous Ensembles of Standard Classification Algorithms (HESCA): the Whole is Greater than the Sum of its Parts. - Marco Loog:
Supervised Classification: Quite a Brief Overview. - Renato Fabbri, Luis Henrique Garcia:
A Simple Text Analytics Model To Assist Literary Criticism: comparative approach and example on James Joyce against Shakespeare and the Bible. - Jiayi Zhang, Wen Zeng, Xu Li, Qiang Sun, Kostas P. Peppas:
New Results on the Fluctuating Two-Ray Model with Arbitrary Fading Parameters and Its Applications. - J. B. Kim, E. Won:
A software framework for pipelined arithmetic algorithms in field programmable gate arrays. - Yuan Cao, Yonglin Cao:
Complete classification for simple root cyclic codes over local rings $\mathbb{Z}_{p^s}[v]/\langle v^2-pv\rangle$. - Tejas K, Swathi C, Aravind Kumar D, Rajesh Muthu:
Automated Region Masking Of Latent Overlapped Fingerprints. - Inaki Estella Aguerri, Abdellatif Zaidi, Giuseppe Caire, Shlomo Shamai:
On the Capacity of Cloud Radio Access Networks with Oblivious Relaying. - Fabio L. Traversa, Pietro Cicotti, Forrest Sheldon, Massimiliano Di Ventra:
Evidence of an exponential speed-up in the solution of hard optimization problems. - Daniel Jung, Christina Kolb, Christian Scheideler, Jannik Sundermeier:
Competitive Routing in Hybrid Communication Networks. - Yu Cheng, Duo Wang, Pan Zhou, Tao Zhang:
A Survey of Model Compression and Acceleration for Deep Neural Networks. - Wentao Zhu, Xiang Xiang, Trac D. Tran, Gregory D. Hager, Xiaohui Xie:
Adversarial Deep Structured Nets for Mass Segmentation from Mammograms. - Wenjia Bai, Matthew Sinclair, Giacomo Tarroni, Ozan Oktay, Martin Rajchl, Ghislain Vaillant, Aaron M. Lee, Nay Aung, Elena Lukaschuk, Mihir M. Sanghvi, Filip Zemrak, Kenneth Fung, José Miguel Paiva, Valentina Carapella, Young Jin Kim, Hideaki Suzuki, Bernhard Kainz, Paul M. Matthews, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Ben Glocker, Daniel Rueckert:
Human-level CMR image analysis with deep fully convolutional networks. - Ye Wang, Yuksel Ozan Basciftci, Prakash Ishwar:
Privacy-Utility Tradeoffs under Constrained Data Release Mechanisms. - Filipe Alves Neto Verri, Renato Tinós, Liang Zhao:
Feature learning in feature-sample networks using multi-objective optimization. - Sergio Caccamo, Ramviyas Parasuraman, Luigi Freda, Mario Gianni, Petter Ögren:
RCAMP: A Resilient Communication-Aware Motion Planner for Mobile Robots with Autonomous Repair of Wireless Connectivity. - Octavia-Maria Sulea, Marcos Zampieri, Shervin Malmasi, Mihaela Vela, Liviu P. Dinu, Josef van Genabith:
Exploring the Use of Text Classification in the Legal Domain. - Tapabrata Chakraborti, Brendan McCane, Steven Mills, Umapada Pal:
LOOP Descriptor: Encoding Repeated Local Patterns for Fine-grained Visual Identification of Lepidoptera. - Daniyal Amir Awan, Renato L. G. Cavalcante, Slawomir Stanczak:
A robust machine learning method for cell-load approximation in wireless networks. - Maikel Leemans, Wil M. P. van der Aalst, Mark G. J. van den Brand:
Recursion Aware Modeling and Discovery For Hierarchical Software Event Log Analysis (Extended). - Hongteng Xu, Licheng Yu, Mark A. Davenport, Hongyuan Zha:
Active manifold learning via a unified framework for manifold landmarking. - Seyed Sadegh Mohseni Salehi, Seyed Raein Hashemi, Clemente Velasco-Annis, Abdelhakim Ouaalam, Judy A. Estroff, Deniz Erdogmus, Simon K. Warfield, Ali Gholipour:
Real-Time Automatic Fetal Brain Extraction in Fetal MRI by Deep Learning. - Daniel Fernández-González, Carlos Gómez-Rodríguez:
Non-Projective Dependency Parsing with Non-Local Transitions. - Ian Bolliger, Tamma Carleton, Solomon Hsiang, Jonathan Kadish, Jonathan Proctor, Benjamin Recht, Esther Rolf, Vaishaal Shankar:
Ground Control to Major Tom: the importance of field surveys in remotely sensed data analysis. - Louisa Lee, Siyu Zhang, Vicky Chuqiao Yang:
Do two parties represent the US? Clustering analysis of US public ideology survey. - Alexander B. Atanasov, Erik Schnetter:
Sparse Grid Discretizations based on a Discontinuous Galerkin Method. - Jérémy Nadal, Charbel Abdel Nour, Amer Baghdadi:
Design and Evaluation of a Novel Short Prototype Filter for FBMC/OQAM Modulation. - Arijit Sil, Sruti Gan Chaudhuri:
Line Formation by Fat Robots under Limited Visibility. - Hongyi Zhang, Moustapha Cissé, Yann N. Dauphin, David Lopez-Paz:
mixup: Beyond Empirical Risk Minimization. - Daniel E. Severín:
Cross-identification of stellar catalogs with multiple stars: Complexity and Resolution. - Eirini Molla, Theodoros Tzouramanis, Stefanos Gritzalis:
SOPE: A Spatial Order Preserving Encryption Model for Multi-dimensional Data. - Robert A. Bridges, Jessie D. Jamieson, Joel W. Reed:
Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors. - Moumita Mondal, Sruti Gan Chaudhuri:
Uniform Circle Formation by Transparent Fat Robots. - Gang Wang, Jia Chen, Georgios B. Giannakis:
DPCA: Dimensionality Reduction for Discriminative Analytics of Multiple Large-Scale Datasets. - Yoav Levine, Or Sharir, Amnon Shashua:
Benefits of Depth for Long-Term Memory of Recurrent Networks. - Vitalik Buterin, Virgil Griffith:
Casper the Friendly Finality Gadget. - Diman Zad Tootaghaj, Adrian Sampson, Todd Mytkowicz, Kathryn S. McKinley:
High Five: Improving Gesture Recognition by Embracing Uncertainty. - Vasanthan Raghavan, Andrzej Partyka, Ashwin Sampath, Sundar Subramanian, Ozge Hizir Koymen, Kobi Ravid, Jürgen Cezanne, Kiran Mukkavilli, Junyi Li:
Millimeter Wave MIMO Prototype: Measurements and Experimental Results. - Sudeep Salgia, Animesh Kumar:
Spatial Field estimation from Samples taken at Unknown Locations generated by an Unknown Autoregressive Process. - Sudeep Salgia, Animesh Kumar:
On Bandlimited Spatiotemporal Field Sampling with Location and Time Unaware Mobile Sensors. - Shiva Navabi, Ashutosh Nayyar:
Optimal Mechanism Design with Flexible Consumers and Costly Supply. - Dariusz Biernacki, Piotr Polesiuk:
Logical relations for coherence of effect subtyping. - Edward Schmerling, Karen Leung, Wolf Vollprecht, Marco Pavone:
Multimodal Probabilistic Model-Based Planning for Human-Robot Interaction. - Tyler Derr, Charu C. Aggarwal, Jiliang Tang:
Signed Network Modeling Based on Structural Balance Theory. - M. Sherri, Ilyes Boulkaibet, Tshilidzi Marwala, Michael I. Friswell:
A Differential Evaluation Markov Chain Monte Carlo algorithm for Bayesian Model Updating. - Chuhang Zou, Zhizhong Li, Derek Hoiem:
Complete 3D Scene Parsing from Single RGBD Image. - Samuel J. Ellis, Titus H. Klinge, James I. Lathrop, Jack H. Lutz, Robyn R. Lutz, Andrew S. Miner:
Runtime Fault Detection in Programmed Molecular Systems. - Wenjun Mei, Pedro Cisneros-Velarde, Noah E. Friedkin, Francesco Bullo:
Dynamic Social Balance and Convergent Appraisals via Homophily and Influence Mechanisms. - Klim Efremenko, Ankit Garg, Rafael Mendes de Oliveira, Avi Wigderson:
Barriers for Rank Methods in Arithmetic Complexity. - Azade Fotouhi, Ming Ding, Mahbub Hassan:
Service on Demand: Drone Base Stations Cruising in the Cellular Network. - Zhi Zhang, Guanghan Ning, Zhihai He:
Knowledge Projection for Deep Neural Networks. - Majid Raeis, Almut Burchard, Jörg Liebeherr:
Analysis of the Leakage Queue: A Queueing Model for Energy Storage Systems with Self-discharge. - Qianxiao Li, Long Chen, Cheng Tai, Weinan E:
Maximum Principle Based Algorithms for Deep Learning. - Te-Kang Jan, Da-Wei Wang, Chi-Hung Lin, Hsuan-Tien Lin:
Soft Methodology for Cost-and-error Sensitive Classification. - Hyojong Kim, Ramyad Hadidi, Lifeng Nai, Hyesoon Kim, Nuwan Jayasena, Yasuko Eckert, Onur Kayiran, Gabriel H. Loh:
CODA: Enabling Co-location of Computation and Data for Near-Data Processing. - Mihir Laghate, Danijela Cabric:
Learning Wireless Networks' Topologies Using Asymmetric Granger Causality. - Rumen Dangovski, Li Jing, Marin Soljacic:
Rotational Unit of Memory. - Honglei Ren, You Song, Jingxin Liu, Yucheng Hu, Jinzhi Lei:
A Deep Learning Approach to the Prediction of Short-term Traffic Accident Risk. - Matthew Berger, Jixian Li, Joshua A. Levine:
A Generative Model for Volume Rendering. - Chong Huang, Peter Kairouz, Xiao Chen, Lalitha Sankar, Ram Rajagopal:
Context-Aware Generative Adversarial Privacy. - Karthik Reddy, Tejas K, Swathi C, Ashok K, Rajesh Kumar M:
High Capacity, Secure (n, n/8) Multi Secret Image Sharing Scheme with Security Key. - Sanjay Ghosh, Kunal N. Chaudhury:
Artifact reduction for separable non-local means. - Charles H. Martin, Michael W. Mahoney:
Rethinking generalization requires revisiting old ideas: statistical mechanics approaches and complex learning behavior. - Jialin Wan, Siyao Cheng, Shanshan Han, Jianzhong Li:
Optimal Scheduling of Friendly Jammers for Securing Wireless Communication. - Mladen Kovacevic:
A Note on Parallel Asynchronous Channels with Arbitrary Skews. - Christoph W. Wagner, Sebastian Semper:
Fast Linear Transformations in Python. - Barbara Plank:
ALL-IN-1: Short Text Classification with One Model for All Languages. - Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi:
Distributed Spatial Data Clustering as a New Approach for Big Data Analysis. - Kamil Khadiev, Aliya Khadieva, Dmitry Kravchenko, Alexander Rivosh:
Quantum versus Classical Online Algorithms with Advice and Logarithmic Space. - Christopher Warren, Eman El-Sheikh, Nhien-An Le-Khac:
Privacy Preserving Internet Browsers: Forensic Analysis of Browzar. - Sami Abu-El-Haija, Bryan Perozzi, Rami Al-Rfou, Alex Alemi:
Watch Your Step: Learning Graph Embeddings Through Attention. - Michael Hamann, Ben Strasser, Dorothea Wagner, Tim Zeitz:
Simple Distributed Graph Clustering using Modularity and Map Equation. - Dmitry Golubenko:
Proving Parikh's theorem using Chomsky-Schutzenberger theorem. - Michael Robinson, Kevin I. Jones, Helge Janicke:
An Introduction to Cyber Peacekeeping. - Yanzhang He, Rohit Prabhavalkar, Kanishka Rao, Wei Li, Anton Bakhtin, Ian McGraw:
Streaming Small-Footprint Keyword Spotting using Sequence-to-Sequence Models. - Berksan Serbetci, Jasper Goseling:
Optimal Geographical Caching in Heterogeneous Cellular Networks with Nonhomogeneous Helpers. - Charbel El Kaed, Imran Khan, Andre Van Den Berg, Hicham Hossayni, Christophe Saint-Marcel:
SRE: Semantic Rules Engine For the Industrial Internet-Of-Things Gateways. - Quang-Trung Ta, Ton Chanh Le, Siau-Cheng Khoo, Wei-Ngan Chin:
Automated Lemma Synthesis in Symbolic-Heap Separation Logic. - Matin Jafarian, Henrik Sandberg, Karl Henrik Johansson:
The interconnection of quadratic droop voltage controllers is a Lotka-Volterra system: implications for stability analysis. - Lingfei Jin, Liming Ma, Chaoping Xing:
Construction of optimal locally repairable codes via automorphism groups of rational function fields. - Asit Kumar Pradhan, Andrew Thangaraj:
Protograph LDPC Codes with Block Thresholds: Extension to Degree-1 and Generalized Nodes. - Paolo Barucca, Guido Caldarelli, Tiziano Squartini:
Tackling information asymmetry in networks: a new entropy-based ranking index. - Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi:
Segment Parameter Labelling in MCMC Mean-Shift Change Detection. - Brendan A. West, Taylor S. Hodgdon, Matthew D. Parno, Arnold J. Song:
Improved Workflow for Unsupervised Multiphase Image Segmentation. - Cailu Wang, Yuegang Tao:
Reconstruct the Logical Network from the Transition Matrix. - Pokkalla Harsha Vardhan, Kunal Sekhri, Dipan K. Pal, Marios Savvides:
Class Correlation affects Single Object Localization using Pre-trained ConvNets. - M. A. Matienzo, Elizabeth Russey Roke, Scott Carlson:
Creating a Linked Data-Friendly Metadata Application Profile for Archival Description. - Nathan Banka, W. Tony Piaskowy, Joseph L. Garbini, Santosh Devasia:
Iterative Machine Learning for Precision Trajectory Tracking with Series Elastic Actuators. - Brian Lee, Roman Vanickis, Franklin Rogelio, Paul Jacob:
Situational Awareness based Risk-Adapatable Access Control in Enterprise Networks. - Pawel Trajdos, Marek Kurzynski:
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix. - Xing Wang:
The relationship between the number of editorial board members and the scientific output of universities in the chemistry field. - Yuhang Song, Christopher Grimm, Xianming Wang, Michael L. Littman:
Learning Approximate Stochastic Transition Models. - V. A. Baikov, R. R. Gilmanov, Iskander A. Taimanov, A. A. Yakovlev:
Topological characteristics of oil and gas reservoirs and their applications. - Thomas Durieux, Youssef Hamadi, Zhongxing Yu, Martin Monperrus:
Exhaustive Exploration of the Failure-oblivious Computing Search Space. - Ali Hassan, Yury Dvorkin, Deepjyoti Deka, Michael Chertkov:
Chance-Constrained ADMM Approach for Decentralized Control of Distributed Energy Resources. - Heike Adel, Hinrich Schütze:
Impact of Coreference Resolution on Slot Filling. - Vincent Y. F. Tan, Si-Hyeon Lee:
Time-Division Transmission is Optimal for Covert Communication over Broadcast Channels. - Jean-Philippe Bernardy, Mathieu Boespflug, Ryan R. Newton, Simon Peyton Jones, Arnaud Spiwack:
Linear Haskell: practical linearity in a higher-order polymorphic language. - Haiyan Yao, Kang Han, Wanggen Wan, Li Hou:
Deep Spatial Regression Model for Image Crowd Counting. - Maria J. M. Chuquicusma, Sarfaraz Hussein, Jeremy Burt, Ulas Bagci:
How to Fool Radiologists with Generative Adversarial Networks? A Visual Turing Test for Lung Cancer Diagnosis. - Yusuf Said Eroglu, Yavuz Yapici, Ismail Güvenç:
Impact of Random Receiver Orientation on Visible Light Communications Channel. - Kevin Frans, Jonathan Ho, Xi Chen, Pieter Abbeel, John Schulman:
Meta Learning Shared Hierarchies. - Sarfaraz Hussein, Pujan Kandel, Juan E. Corral, Candice W. Bolan, Michael B. Wallace, Ulas Bagci:
Deep Multi-Modal Classification of Intraductal Papillary Mucinous Neoplasms (IPMN) with Canonical Correlation Analysis. - Avi Wigderson:
Interactions of Computational Complexity Theory and Mathematics. - Danny Barash, Matan Gavish:
Optimal Shrinkage of Singular Values Under Random Data Contamination. - Alessandro Checco, Gianluca Demartini, Alexander Löser, Ines Arous, Mourad Khayati, Matthias Dantone, Richard Koopmanschap, Svetlin Stalinlov, Martin L. Kersten, Ying Zhang:
FashionBrain Project: A Vision for Understanding Europe's Fashion Data Universe. - Hazel Murray, David Malone:
Evaluating Password Advice. - Bernhard Haeupler, Amirbehshad Shahrasbi:
Synchronization Strings: Explicit Constructions, Local Decoding, and Applications. - Abishek Sankararaman, François Baccelli, Sergey Foss:
Interference Queuing Networks on Grids. - Hassan Akbari, Himani Arora, Liangliang Cao, Nima Mesgarani:
Lip2AudSpec: Speech reconstruction from silent lip movements video. - Long Chen, Fajie Yuan, Joemon M. Jose, Weinan Zhang:
Improving Negative Sampling for Word Representation using Self-embedded Features. - Eric Allender, Joshua A. Grochow, Dieter van Melkebeek, Cristopher Moore, Andrew Morgan:
Minimum Circuit Size, Graph Isomorphism, and Related Problems. - Cédric Herzet, Angélique Drémeau:
Joint Screening Tests for LASSO. - James Atwood, Siddharth Pal, Don Towsley, Ananthram Swami:
Sparse Diffusion-Convolutional Neural Networks. - Germain Haessig, Andrew Cassidy, Rodrigo Alvarez-Icaza, Ryad Benosman, Garrick Orchard:
Spiking Optical Flow for Event-based Sensors Using IBM's TrueNorth Neurosynaptic System. - Sarah Ellinger, Prantik Bhattacharyya, Preeti Bhargava, Nemanja Spasojevic:
Klout Topics for Modeling Interests and Expertise of Users Across Social Networks. - Jeremy Stoddard, Georgios Birpoutsoukis:
Gaussian Process Regression for Generalized Frequency Response Function Estimation. - Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton:
Dynamic Routing Between Capsules. - Manu Mathew Thomas, Angus Graeme Forbes:
Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network. - Gowtham Kaki, Kartik Nagar, Mahsa Najafzadeh, Suresh Jagannathan:
Alone Together: Compositional Reasoning and Inference for Weak Isolation. - Jianqiao Wangni, Jialei Wang, Ji Liu, Tong Zhang:
Gradient Sparsification for Communication-Efficient Distributed Optimization. - Sabah Al-Fedaghi:
Software Engineering Modeling Applied to English Verb Classification (and Poetry). - Klaas Kelchtermans, Tinne Tuytelaars:
DoShiCo: a Domain Shift Challenge for Control. - Felix Hill, Karl Moritz Hermann, Phil Blunsom, Stephen Clark:
Understanding Grounded Language Learning Agents. - Luiz Souza, Mauricio Pamplona, Luciano Oliveira, João P. Papa:
How far did we get in face spoofing detection? - Dylan P. Losey, Marcia K. O'Malley:
Trajectory Deformations from Physical Human-Robot Interaction. - Jacob Carroll, Nils Carlson, Garrett T. Kenyon:
Phase Transitions in Image Denoising via Sparsely Coding Convolutional Neural Networks. - Samin Aref, Andrew J. Mason, Mark C. Wilson:
Computing the Line Index of Balance Using Integer Programming Optimisation. - Heide Gluesing-Luerssen, Tefjol Pllaha:
On Quantum Stabilizer Codes derived from Local Frobenius Rings. - Wiktor B. Daszczuk:
Critical trees: counterexamples in model checking of CSM systems using CBS algorithm. - Qunwei Li, Pramod K. Varshney:
Optimal Crowdsourced Classification with a Reject Option in the Presence of Spammers. - Thomas Zemen, Markus Hofer, David Loeschenbrand, Christoph Pacher:
Orthogonal Precoding for Ultra Reliable Wireless Communication Links. - Thomas Zemen, Markus Hofer, David Loeschenbrand:
Low-Complexity Equalization for Orthogonal Time and Frequency Signaling (OTFS). - Muhamed Turkanovic, Marko Hölbl, Kristjan Kosic, Marjan Hericko, Aida Kamisalic:
EduCTX: A blockchain-based higher education credit platform. - Lee Prangnell, Victor Sanchez:
JND-Based Perceptual Video Coding for 4: 4: 4 Screen Content Data in HEVC. - Seo Jin Park, John K. Ousterhout:
Exploiting Commutativity For Practical Fast Replication. - Michael Chertkov, Deepjyoti Deka, Yury Dvorkin:
Optimal Ensemble Control of Loads in Distribution Grids with Network Constraints. - Yijing Watkins, Mohammad Sayeh, Oleksandr Iaroshenko, Garrett T. Kenyon:
Image Compression: Sparse Coding vs. Bottleneck Autoencoders. - Koyo Hayashi:
A polynomial time algorithm to compute geodesics in CAT(0) cubical complexes. - Thiago Vallin Spina, Johannes Stegmaier, Alexandre X. Falcão, Elliot Meyerowitz, Alexandre Cunha:
SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem. - William M. Severa, Jerilyn A. Timlin, Suraj Kholwadwala, Conrad D. James, James B. Aimone:
Data-driven Feature Sampling for Deep Hyperspectral Classification and Segmentation. - Tushar Nagarajan, Sharmistha Jat, Partha P. Talukdar:
CANDiS: Coupled & Attention-Driven Neural Distant Supervision. - Justin Hsu:
Probabilistic Couplings for Probabilistic Reasoning. - Renato Fabbri:
Enhancements of linked data expressiveness for ontologies. - (Withdrawn) The Error Probability of Random Fourier Features is Dimensionality Independent.
- Renato Fabbri, Maria Cristina Ferreira de Oliveira:
Audiovisual Analytics Vocabulary and Ontology (AAVO): initial core and example expansion. - Duru Türkoglu, Ata Turk:
Edge-Based Wedge Sampling to Estimate Triangle Counts in Very Large Graphs. - Brad Carlile, Guy Delamarter, Paul Kinney, Akiko Marti, Brian Whitney:
Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs). - Mingyu Wu, Ziming Zhao, Haoyu Li, Heting Li, Haibo Chen, Binyu Zang, Haibing Guan:
Espresso: Brewing Java For More Non-Volatility with Non-volatile Memory. - Peter G. Casazza, Xuemei Chen, Richard G. Lynch:
Sparse recovery using the preservability of the null space property under random measurements. - Amila Edirisuriya, Arjuna Madanayake, Renato J. Cintra, Vassil S. Dimitrov:
A Single-Channel Architecture for Algebraic Integer Based 8×8 2-D DCT Computation. - Xiao-Bo Jin, Xu-Yao Zhang, Kaizhu Huang, Guang-Gang Geng:
Stochastic Conjugate Gradient Algorithm with Variance Reduction. - Yuhang Song, Mai Xu, Shengxi Li:
Watching Videos with Certain and Constant Quality: PID-based Quality Control Method. - Dong Liu, Chenyang Yang:
Optimizing Caching Policy at Base Stations by Exploiting User Preference and Spatial Locality. - Aaron Sidford, Mengdi Wang, Xian Wu, Yinyu Ye:
Variance Reduced Value Iteration and Faster Algorithms for Solving Markov Decision Processes. - Songze Li, Seyed Mohammadreza Mousavi Kalan, Amir Salman Avestimehr, Mahdi Soltanolkotabi:
Near-Optimal Straggler Mitigation for Distributed Gradient Methods. - Yong-Xian Wang, Lilun Zhang, Wei Liu, Xinghua Cheng, Yu Zhuang, Anthony T. Chronopoulos:
Performance optimizations for scalable CFD applications on hybrid CPU+MIC heterogeneous computing system with millions of cores. - Mykhaylo Andriluka, Umar Iqbal, Anton Milan, Eldar Insafutdinov, Leonid Pishchulin, Juergen Gall, Bernt Schiele:
PoseTrack: A Benchmark for Human Pose Estimation and Tracking. - Yifei Yang, Shuowen Zhang, Joni Polili Lie, Rui Zhang:
Flexible Multi-Group Single-Carrier Modulation: Optimal Subcarrier Grouping and Rate Maximization. - Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto:
Online linear optimization with the log-determinant regularizer. - Huu Le, Tat-Jun Chin, Anders P. Eriksson, David Suter:
Deterministic Approximate Methods for Maximum Consensus Robust Fitting. - Joonas Nikunen, Aleksandr Diment, Tuomas Virtanen:
Separation of Moving Sound Sources Using Multichannel NMF and Acoustic Tracking. - Yeo Hun Yoon, Jong Chul Ye:
Deep Learning for Accelerated Ultrasound Imaging. - Usama Mehmood, Nicola Paoletti, Dung T. Phan, Radu Grosu, Shan Lin, Scott D. Stoller, Ashish Tiwari, Junxing Yang, Scott A. Smolka:
Declarative vs Rule-based Control for Flocking Dynamics. - Andrey Y. Lokhov, Marc Vuffray, Dmitry Shemetov, Deepjyoti Deka, Michael Chertkov:
Online Learning of Power Transmission Dynamics. - Vivien M. Rooney, Simon N. Foley:
An Online Consent Maturity Model: Moving from Acceptable Use towards Ethical Practice. - Debojyoti Dey, Pranjal Dutta, Somenath Biswas:
A note on faithful coupling of Markov chains. - Mikolaj Chwalisz, Adam Wolisz:
Towards efficient coexistence of IEEE 802.15.4e TSCH and IEEE 802.11. - Bastien Pasdeloup, Vincent Gripon, Jean-Charles Vialatte, Dominique Pastor:
Convolutional neural networks on irregular domains through approximate translations on inferred graphs. - Yuhang Song, Mai Xu, Songyang Zhang, Liangyu Huo:
Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning. - Shana Moothedath, Prasanna Chaporkar, Madhu N. Belur:
Rapidly Mixing Markov Chain Monte Carlo Technique for Matching Problems with Global Utility Function. - Will Dabney, Mark Rowland, Marc G. Bellemare, Rémi Munos:
Distributional Reinforcement Learning with Quantile Regression. - L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi:
Group Fairness in Multiwinner Voting. - Sharath Adavanne, Archontis Politis, Tuomas Virtanen:
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network. - Nadia Figueroa, Aude Billard:
Transform-Invariant Non-Parametric Clustering of Covariance Matrices and its Application to Unsupervised Joint Segmentation and Action Discovery. - Hasnae Rahimi, Hanan El Bakkali:
State of the art of Trust and Reputation Systems in E-Commerce Context. - Xu Zhang, Wei Cui, Yulong Liu:
Recovery of Structured Signals with Prior Information via Maximizing Correlation. - Rong Kang, Chen Wang, Peng Wang, Yuting Ding, Jianmin Wang:
Fine-Grained Pattern Matching Over Streaming Time Series. - Anastasiia Varava, J. Frederico Carvalho, Danica Kragic, Florian T. Pokorny:
A Decomposition-Based Approach to Reasoning about Free Space Path-Connectivity for Rigid Objects in 2D. - Blesson Varghese, Nan Wang, Jianyu Li, Dimitrios S. Nikolopoulos:
Edge-as-a-Service: Towards Distributed Cloud Architectures. - Lars Arge, Mathias Rav, Svend C. Svendsen, Jakob Truelsen:
External Memory Pipelining Made Easy With TPIE. - Alejandro Ramos-Soto, Martin Pereira-Fariña:
On modeling vagueness and uncertainty in data-to-text systems through fuzzy sets. - René Schuster, Oliver Wasenmüller, Georg Kuschk, Christian Bailer, Didier Stricker:
SceneFlowFields: Dense Interpolation of Sparse Scene Flow Correspondences. - Khaled Belahcène, Christophe Labreuche, Nicolas Maudet, Vincent Mousseau, Wassila Ouerdane:
An efficient SAT formulation for learning multiple criteria non-compensatory sorting rules from examples. - Ping Li, Tingyan Duan, Yongfeng Cao:
Image matting with normalized weight and semi-supervised learning. - Felipe A. Louza, W. F. Smyth, Giovanni Manzini, Guilherme P. Telles:
Lyndon Array Construction during Burrows-Wheeler Inversion. - Shervin Shahryari, Prashant Doshi:
Inverse Reinforcement Learning Under Noisy Observations. - Ehud Shapiro, Nimrod Talmon:
Incorporating Reality into Social Choice. - Yiping Lu, Aoxiao Zhong, Quanzheng Li, Bin Dong:
Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations. - Wouter Wolfslag, Mukunda Bharatheesha, Thomas M. Moerland, Martijn Wisse:
RRT-CoLearn: towards kinodynamic planning without numerical trajectory optimization. - Mahdi H. Miraz, Maaruf Ali, Peter S. Excell:
Cultural, Economic and Societal Impacts on Users' Behaviour and Mobile Broadband Adoption Trends. - Mohammad Riyaz Belgaum, Safeeullah Soomro, Zainab Alansari, Muhammad Alam:
Ideal Node Enquiry Search Algorithm (INESH) in MANETS. - Luca Buoncompagni, Barbara Bruno, Antonella Giuni, Fulvio Mastrogiovanni, Renato Zaccaria:
Towards a new paradigm for assistive technology at home: research challenges, design issues and performance assessment. - Esma Turgut, Mustafa Cenk Gursoy:
Uplink Performance Analysis in D2D-Enabled mmWave Cellular Networks with Clustered Users. - Alon Brutzkus, Amir Globerson, Eran Malach, Shai Shalev-Shwartz:
SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data. - Juergen Mueller:
Combining Aspects of Genetic Algorithms with Weighted Recommender Hybridization. - Lidan Wang, Vishwanath A. Sindagi, Vishal M. Patel:
High-Quality Facial Photo-Sketch Synthesis Using Multi-Adversarial Networks. - Yan-Feng Lu, Li-Hao Jia, Hong Qiao, Yi Li:
Enhanced Biologically Inspired Model for Image Recognition Based on a Novel Patch Selection Method with Moment. - Guanghan Ning, Zhihai He:
Dual Path Networks for Multi-Person Human Pose Estimation. - Tero Karras, Timo Aila, Samuli Laine, Jaakko Lehtinen:
Progressive Growing of GANs for Improved Quality, Stability, and Variation. - Fei Tao, Gang Liu:
Advanced LSTM: A Study about Better Time Dependency Modeling in Emotion Recognition. - Poorna Banerjee Dasgupta:
Detection and Analysis of Human Emotions through Voice and Speech Pattern Processing. - Dominika Tkaczyk:
New Methods for Metadata Extraction from Scientific Literature. - Mengfan Zheng, Wen Chen, Cong Ling:
Polar Coding for the Cognitive Interference Channel with Confidential Messages. - James Laird:
Intensional and Extensional Semantics of Bounded and Unbounded Nondeterminism. - Chen-Feng Liu, Sumudu Samarakoon, Mehdi Bennis, H. Vincent Poor:
Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling. - Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee:
BridgeNets: Student-Teacher Transfer Learning Based on Recursive Neural Networks and its Application to Distant Speech Recognition. - Davide Maiorca, Battista Biggio, Maria Elena Chiappe, Giorgio Giacinto:
Adversarial Detection of Flash Malware: Limitations and Open Issues. - Brian Bullins, Cyril Zhang, Yi Zhang:
Not-So-Random Features. - Ludovic Barman, Italo Dacosta, Mahdi Zamani, Ennan Zhai, Bryan Ford, Jean-Pierre Hubaux, Joan Feigenbaum:
PriFi: A Low-Latency Local-Area Anonymous Communication Network. - Ali Jadbabaie, Alexander Olshevsky, George J. Pappas, Vasileios Tzoumas:
Minimal Reachability is Hard To Approximate. - Vasily Pestun, Yiannis Vlassopoulos:
Tensor network language model. - Ehsan Shafieepoorfard, Maxim Raginsky:
Sequential Empirical Coordination Under an Output Entropy Constraint. - Andrew K. Lampinen, James L. McClelland:
One-shot and few-shot learning of word embeddings. - George Armanious, Rick Lind:
Efficient Numerical Analysis of Stability of High-Order Systems With a Time Delay. - Zhipeng Zhao, James C. Hoe:
Using Vivado-HLS for Structural Design: a NoC Case Study. - Florian Zuleger:
Ranking Functions for Vector Addition Systems. - Sebastian Junges, Nils Jansen, Ralf Wimmer, Tim Quatmann, Leonore Winterer, Joost-Pieter Katoen, Bernd Becker:
Permissive Finite-State Controllers of POMDPs using Parameter Synthesis. - Yufeng Hao, Steven Quigley:
The implementation of a Deep Recurrent Neural Network Language Model on a Xilinx FPGA. - Scott E. Reed, Yutian Chen, Thomas Paine, Aäron van den Oord, S. M. Ali Eslami, Danilo Jimenez Rezende, Oriol Vinyals, Nando de Freitas:
Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions. - Guillaume Brunerie:
The James construction and π4(S3) in homotopy type theory. - Alan Do-Omri, Dalei Wu, Xiaohua Liu:
A Self-Training Method for Semi-Supervised GANs. - Claire Donnat, Marinka Zitnik, David Hallac, Jure Leskovec:
Spectral Graph Wavelets for Structural Role Similarity in Networks. - Sivakanth Gopi, Venkatesan Guruswami, Sergey Yekhanin:
On Maximally Recoverable Local Reconstruction Codes. - Kai Chen, Blesson Varghese, Peter Kilpatrick, Dimitrios S. Nikolopoulos:
Power Modelling for Heterogeneous Cloud-Edge Data Centers. - Lixin Fan:
Revisit Fuzzy Neural Network: Demystifying Batch Normalization and ReLU with Generalized Hamming Network. - Chen Chen, Xiaowei Zhao, Yang Liu:
Multi-modal Aggregation for Video Classification. - Kuntal Satpathi, V. S. K. Murthy Balijepalli, Abhisek Ukil:
Modeling and Real-Time Scheduling of DC Platform Supply Vessel for Fuel Efficient Operation. - Yongxiang Fan, Te Tang, Hsien-Chung Lin, Yu Zhao, Masayoshi Tomizuka:
Real-Time Robust Finger Gaits Planning under Object Shape and Dynamics Uncertainties. - Fernando Gama, Geert Leus, Antonio Garcia Marques, Alejandro Ribeiro:
Convolutional Neural Networks Via Node-Varying Graph Filters. - Hao Feng, Jaime Llorca, Antonia M. Tulino, Andreas F. Molisch:
Optimal Control of Wireless Computing Networks. - Raphael Tang, Jimmy Lin:
Deep Residual Learning for Small-Footprint Keyword Spotting. - Sergio Valcarcel Macua, Aleksi Tukiainen, Daniel García-Ocaña Hernández, David Baldazo, Enrique Munoz de Cote, Santiago Zazo:
Diff-DAC: Distributed Actor-Critic for Multitask Deep Reinforcement Learning. - Aditya Gangrade, Bobak Nazer, Venkatesh Saligrama:
Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models. - Nitin Kamra, Umang Gupta, Yan Liu:
Deep Generative Dual Memory Network for Continual Learning. - Jian Du, Shanghang Zhang, Guanhang Wu, José M. F. Moura, Soummya Kar:
Topology adaptive graph convolutional networks. - Aradhana Nayak, Ravi N. Banavar:
Almost-global tracking of the unactuated joint in a pendubot. - Shuai Tang, Hailin Jin, Chen Fang, Zhaowen Wang, Virginia R. de Sa:
Exploring Asymmetric Encoder-Decoder Structure for Context-based Sentence Representation Learning. - Isaac J. Sledge, José C. Príncipe:
Partitioning Relational Matrices of Similarities or Dissimilarities using the Value of Information. - James Koppel, Armando Solar-Lezama:
Capturing the Future by Replaying the Past. - Changmao Cheng, Yanwei Fu, Wenlian Lu, Yu-Gang Jiang, Jianfeng Feng, Xiangyang Xue:
Left-Right Skip-DenseNets for Coarse-to-Fine Object Categorization. - Liangtian Wan, Xianpeng Wang, Guoan Bi:
A Range-Doppler-Angle Estimation Method for Passive Bistatic Radar. - Jiangbin Lyu, Rui Zhang:
Blocking Probability and Spatial Throughput Characterization for Cellular-Enabled UAV Network with Directional Antenna. - Xu Sun, Bingzhen Wei, Xuancheng Ren, Shuming Ma:
Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks. - Naushad Ansari, Anubha Gupta:
M-RWTL: Learning Signal-Matched Rational Wavelet Transform in Lifting Framework. - Kalpesh Krishna, Liang Lu, Kevin Gimpel, Karen Livescu:
A Study of All-Convolutional Encoders for Connectionist Temporal Classification. - Chee Kheng Chng, Chee Seng Chan:
Total-Text: A Comprehensive Dataset for Scene Text Detection and Recognition. - Ana Sokolova, Harald Woracek:
Termination in Convex Sets of Distributions. - Chenghao Cai, Yanyan Xu, Dengfeng Ke, Kaile Su, Jing Sun:
Trainable back-propagated functional transfer matrices. - Jian Zhou, Ning Cai, Zong-Yuan Tan:
A Distributed Parallel Model to Analyze Journal Impact Factors. - Tejas K, Ashok Reddy K, Pradeep Reddy D, Rajesh Kumar M:
Efficient Licence Plate Detection By Unique Edge Detection Algorithm and Smarter Interpretation Through IoT. - Ahmad Abboud, Oussama Habachi, Ali H. Jaber, Jean-Pierre Cances, Vahid Meghdadi:
Channel Coherence Classification with Frame-Shifting in Massive MIMO System. - Zhifang Liao, Yanbing Li, Jinsong Wu, Dayu He, Xiaoping Fan, Yan Zhang:
Topic-based Integrator Matching for Pull Request. - Zhifang Liao, Haozhi Jin, Yifan Li, Benhong Zhao, Jinsong Wu, Shengzong Liu:
DevRank: Mining Influential Developers In Github. - Susel Fernández, Takayuki Ito:
An Ontology to support automated negotiation. - Yi Liu, Liang He, Jia Liu, Michael T. Johnson:
Investigation of Frame Alignments for GMM-based Text-prompted Speaker Verification. - Taejun Kim, Jongpil Lee, Juhan Nam:
Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms. - Mor Cohen, Avi Caciularu, Idan Rejwan, Jonathan Berant:
Inducing Regular Grammars Using Recurrent Neural Networks. - Shichuan Deng, Wenzheng Li, Xuan Wu:
Wasserstein Identity Testing. - Emmanuel Daucé:
Toward predictive machine learning for active vision. - Xin Meng, Xiqi Gao, Xiang-Gen Xia:
Omnidirectional Precoding and Combining Based Synchronization for Millimeter Wave Massive MIMO Systems. - Andrew Holliday, Gregory Dudek:
Long-Distance Loop Closure Using General Object Landmarks. - Moos Hueting, Vladimir G. Kim, Ersin Yumer, Nathan Carr, Niloy J. Mitra:
SeeThrough: Finding Chairs in Heavily Occluded Indoor Scenes. - Mohamed El Massad, Siddharth Garg, Mahesh Tripunitara:
Reverse Engineering Camouflaged Sequential Integrated Circuits Without Scan Access. - Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma:
Geographic Differential Privacy for Mobile Crowd Coverage Maximization. - Leonid B. Sokolinsky:
Analytical Estimation of Scalability of Iterative Numerical Algorithms on Distributed Memory Multiprocessors. - Sharath T. S., Shubhangi Tandon:
Topic Based Sentiment Analysis Using Deep Learning. - Li Yao, Eric Poblenz, Dmitry Dagunts, Ben Covington, Devon Bernard, Kevin Lyman:
Learning to diagnose from scratch by exploiting dependencies among labels. - Rui Liu, Wei Wei, Weiguang Mao, Maria Chikina:
Phase Conductor on Multi-layered Attentions for Machine Comprehension. - Patrick Walters, Rushikesh Kamalapurkar, Forrest Voight, Eric M. Schwartz, Warren E. Dixon:
Online Approximate Optimal Station Keeping of a Marine Craft in the Presence of a Current. - George H. Chen, Kendall Nowocin, Niraj Marathe:
Toward Reducing Crop Spoilage and Increasing Small Farmer Profits in India: a Simultaneous Hardware and Software Solution. - Lili Meng, Frederick Tung, James J. Little, Julien Valentin, Clarence W. de Silva:
Exploiting Points and Lines in Regression Forests for RGB-D Camera Relocalization. - Sharath T. S., Shubhangi Tandon, Ryan Bauer:
A Dual Encoder Sequence to Sequence Model for Open-Domain Dialogue Modeling. - Joachim Gudmundsson, Majid Mirzanezhad, Ali Mohades, Carola Wenk:
Fast Fréchet Distance Between Curves With Long Edges. - Yang Cheng, Timeo Dubois:
Object Recognition by Using Multi-level Feature Point Extraction. - Chaoqun Wang, Lili Meng, Sizhen She, Ian M. Mitchell, Teng Li, Frederick Tung, Weiwei Wan, Max Q.-H. Meng, Clarence W. de Silva:
Autonomous Mobile Robot Navigation in Uneven and Unstructured Indoor Environments. - Daniel Kasenberg, Matthias Scheutz:
Interpretable Apprenticship Learning with Temporal Logic Specifications. - Ramanathan V. Guha:
Partial Knowledge In Embeddings. - Hadley Black, Deeparnab Chakrabarty, C. Seshadhri:
A $o(d) \cdot \text{polylog}~n$ Monotonicity Tester for Boolean Functions over the Hypergrid [n]d. - Sujay Bhatt, Vikram Krishnamurthy:
Controlled Sequential Information Fusion with Social Sensors. - Yichi Ma, Muhan Ma:
A Novel Approach to Artistic Textual Visualization via GAN. - Wenying Ji, Simaan M. AbouRizk, Osmar R. Zaïane, Yitong Li:
A Hybrid Data Mining Approach for Product Complexity Analysis. - Alon Gonen, Ran Gilad-Bachrach:
Smooth Sensitivity Based Approach for Differentially Private Principal Component Analysis. - Toan Tran, Trung Pham, Gustavo Carneiro, Lyle J. Palmer, Ian D. Reid:
A Bayesian Data Augmentation Approach for Learning Deep Models. - Naman Kohli, Daksha Yadav, Mayank Vatsa, Richa Singh, Afzel Noore:
Synthetic Iris Presentation Attack using iDCGAN. - Saiprasad Koturwar, Shabbir Merchant:
Weight Initialization of Deep Neural Networks(DNNs) using Data Statistics. - Zih-Wei Lin, Tzu-Wei Sung, Hung-yi Lee, Lin-Shan Lee:
Personalized word representations Carrying Personalized Semantics Learned from Social Network Posts. - Quanshi Zhang, Wenguan Wang, Song-Chun Zhu:
Examining CNN representations with respect to Dataset Bias. - Jianping Yao, Yuan Liu:
Secrecy Rate Maximization with Outage Constraint in Multihop Relaying Networks. - Denghui Zhang, Pengshan Cai, Yantao Jia, Manling Li, Yuanzhuo Wang:
Path-Based Attention Neural Model for Fine-Grained Entity Typing. - Yvette Graham, George Awad, Alan F. Smeaton:
Evaluation of Automatic Video Captioning Using Direct Assessment. - Yulong Zou:
Intelligent Interference Exploitation for Heterogeneous Cellular Networks against Eavesdropping. - Aleksei Tiulpin, Jérôme Thevenot, Esa Rahtu, Petri Lehenkari, Simo Saarakkala:
Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach. - Soheil Behnezhad, Nima Reyhani:
Almost Optimal Stochastic Weighted Matching With Few Queries. - Yutao Jiao, Ping Wang, Dusit Niyato, Zehui Xiong:
Social Welfare Maximization Auction in Edge Computing Resource Allocation for Mobile Blockchain. - Milad Shafiee-Ashtiani, Aghil Yousefi-Koma, Reihaneh Mirjalili, Hessam Maleki, Mojtaba Karimi:
Push Recovery of a Position-Controlled Humanoid Robot Based on Capture Point Feedback Control. - Daniel Lopez Martinez:
Regularization approaches for support vector machines with applications to biomedical data. - Dhiraj Madan, Sachindra Joshi:
Finding Dominant User Utterances And System Responses in Conversations. - Yuxiao Liu, Ning Zhang, Yi Wang, Jingwei Yang, Chongqing Kang:
Data-Driven Power Flow Linearization: A Regression Approach. - Ali Shafiekhani, Seyed Mehdi Mirsadeghi, Keivan Torabi:
Design and Analysis of a Controller Using Quantitative Feedback Theory for a Vehicle Air Suspension System. - Reid Pryzant, Yongjoo Chung, Dan Jurafsky, Denny Britz:
JESC: Japanese-English Subtitle Corpus. - Zhenkun Zhou, Ke Xu, Jichang Zhao:
Homophily of Music Listening in Online Social Networks. - Birgitta Dresp-Langley, John Mwangi Wandeto:
Using the quantization error from Self-Organized Map (SOM) output for detecting critical variability in large bodies of image time series in less than a minute. - Jaber Kakar, Alaa Alameer, Anas Chaaban, Aydin Sezgin, Arogyaswami Paulraj:
Delivery Time Minimization in Edge Caching: Synergistic Benefits of Subspace Alignment and Zero Forcing. - (Withdrawn) Multi-Armed Bandits with Non-Stationary Rewards.
- Omri Ben-Eliezer, Clément L. Canonne:
Improved Bounds for Testing Forbidden Order Patterns. - Matthias Zeppelzauer, Bartosz Zielinski, Mateusz Juda, Markus Seidl:
A Study on Topological Descriptors for the Analysis of 3D Surface Texture. - Noga Alon, Boris Bukh, Yury Polyanskiy:
List-decodable zero-rate codes. - Junmo Sung, Jinseok Choi, Brian L. Evans:
Wideband Channel Estimation for Hybrid Beamforming Millimeter Wave Communication Systems with Low-Resolution ADCs. - Junmo Sung, Jinseok Choi, Brian L. Evans:
Narrowband Channel Estimation for Hybrid Beamforming Millimeter Wave Communication Systems with One-bit Quantization. - Devinder Kumar, Graham W. Taylor, Alexander Wong:
Discovery Radiomics with CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy. - Jan Kukacka, Vladimir Golkov, Daniel Cremers:
Regularization for Deep Learning: A Taxonomy. - Linguang Zhang, Adam Finkelstein, Szymon Rusinkiewicz:
High-Precision Localization Using Ground Texture. - Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis:
Kernel Graph Convolutional Neural Networks. - Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis:
Multilinear Class-Specific Discriminant Analysis. - Diego Fontdevila, Marcela Genero, Alejandro Oliveros:
Towards A Usability Model for Software Development Process and Practice. - Sebastian Enqvist, Yde Venema:
Disjunctive bases: normal forms and model theory for modal logics. - Stefan Hinterstoisser, Vincent Lepetit, Paul Wohlhart, Kurt Konolige:
On Pre-Trained Image Features and Synthetic Images for Deep Learning. - Yueru Chen, Zhuwei Xu, Shanshan Cai, Yujian Lang, C.-C. Jay Kuo:
A Saak Transform Approach to Efficient, Scalable and Robust Handwritten Digits Recognition. - Seyed Mohammad Asghari, Yi Ouyang, Ashutosh Nayyar, Amir Salman Avestimehr:
Optimal Coded Multicast in Cache Networks with Arbitrary Content Placement. - Christopher Clark, Matt Gardner:
Simple and Effective Multi-Paragraph Reading Comprehension. - Xiangyuan Jiang, Shuai Li:
BAS: Beetle Antennae Search Algorithm for Optimization Problems. - Sejun Park, Deepjyoti Deka, Michael Chertkov:
Exact Topology and Parameter Estimation in Distribution Grids with Minimal Observability. - Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic:
Can you find a face in a HEVC bitstream? - Jie Li, Cunlai Pu:
Common neighbor based degree distribution of complex networks. - Bin Wang, Zhijian Ou:
Learning neural trans-dimensional random field language models with noise-contrastive estimation. - Yanan Sun, Bing Xue, Mengjie Zhang:
Evolving Deep Convolutional Neural Networks for Image Classification. - Pranith Kumar, Prasun Gera, Hyojong Kim, Hyesoon Kim:
Louvre: Light-weight Ordering Using Versioning for Release Consistency. - Zhenxing Cheng, Hu Wang:
Crack Is Controllable, a controllable crack propagation method by using artificial neural network assisted particle swarm optimization. - Qiaoyong Zhong, Chao Li, Yingying Zhang, Di Xie, Shicai Yang, Shiliang Pu:
Cascade Region Proposal and Global Context for Deep Object Detection. - Lane A. Hemaspaandra:
Computational Social Choice and Computational Complexity: BFFs? - Rui Wang, Celalettin Umit Bas, Seun Sangodoyin, Sooyoung Hur, Jeongho Park, Jianzhong Zhang, Andreas F. Molisch:
Stationarity Region of Mm-Wave Channel Based on Outdoor Microcellular Measurements at 28 GHz. - Yuhang Song, Mai Xu, Minglang Qiao, Jianyi Wang, Liangyu Huo, Zulin Wang:
Modeling Attention in Panoramic Video: A Deep Reinforcement Learning Approach. - Ondrej Lengál, Anthony W. Lin, Rupak Majumdar, Philipp Rümmer:
Fair Termination for Parameterized Probabilistic Concurrent Systems (Technical Report). - Hu Wang, Wenquan Shuai, Xin Luo:
Optimization of honeycomb battery package based on space mapping algorithm. - Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman:
PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples. - Xingwei Cao, Qibin Zhao:
Tensorizing Generative Adversarial Nets. - Andros Tjandra, Sakriani Sakti, Satoshi Nakamura:
Sequence-to-Sequence ASR Optimization via Reinforcement Learning. - Catherine Wong, Andrea Gesmundo:
Transfer Learning to Learn with Multitask Neural Model Search. - Yao Ming, Shaozu Cao, Ruixiang Zhang, Zhen Li, Yuanzhe Chen, Yangqiu Song, Huamin Qu:
Understanding Hidden Memories of Recurrent Neural Networks. - Y. Cem Sübakan, Paris Smaragdis:
Generative Adversarial Source Separation. - Hyoungju Ji, Sunho Park, Byonghyo Shim:
Sparse Vector Coding for Ultra-Reliable and Low Latency Communications. - Hiroyuki Kasai:
Stochastic variance reduced multiplicative update for nonnegative matrix factorization. - Xiao Dong, Jiasong Wu, Ling Zhou:
How deep learning works -The geometry of deep learning. - Stelios Stefanatos, Gerhard Wunder:
Performance Limits of Compressive Sensing Channel Estimation in Dense Cloud RAN. - Bharath Ramesh, Hong Yang, Garrick Orchard, Ngoc Anh Le Thi, Cheng Xiang:
DART: Distribution Aware Retinal Transform for Event-based Cameras. - Zhe Hou, Ranald Clouston, Rajeev Goré, Alwen Tiu:
Modular Labelled Sequent Calculi for Abstract Separation Logics. - Boris Galkin, Jacek Kibilda, Luiz A. DaSilva:
Backhaul For Low-Altitude UAVs in Urban Environments. - Christian Arendt, Janis Nötzel, Holger Boche:
Reliable Communication under the Influence of a State-Constrained Jammer: A Novel Perspective on Receive Diversity. - Nassar Ksairi, Mérouane Debbah:
Performance Analysis of Multi-Service Oriented Multiple Access Under General Channel Correlation. - Shuliang Xu, Lin Feng, Feilong Wang, Shenglan Liu:
Rough extreme learning machine: a new classification method based on uncertainty measure. - Anwen Liao, Zhen Gao, Yongpeng Wu, Hua Wang, Mohamed-Slim Alouini:
2D Unitary ESPRIT Based Super-Resolution Channel Estimation for Millimeter-Wave Massive MIMO with Hybrid Precoding. - Xiwen Jiang, Alexis Decurninge, Kalyana Gopala, Florian Kaltenberger, Maxime Guillaud, Dirk T. M. Slock, Luc Deneire:
A Framework for Over-the-air Reciprocity Calibration for TDD Massive MIMO Systems. - Nadezhda Ezhova:
Verification of BSF Parallel Computational Model. - Jithin Mathews, Priya Mehta, S. V. Kasi Visweswara Rao, Ch. Sobhan Babu:
An algorithmic approach to handle circular trading in commercial taxing system. - Yun-Bin Zhao, Houyuan Jiang, Zhi-Quan Luo:
Weak Stability of ࡁ1-minimization Methods in Sparse Data Reconstruction. - Carlos Alegría-Galicia, David Orden, Carlos Seara, Jorge Urrutia:
Rectilinear and O-convex hull with minimum area. - Andras Tüzkö, Christian Herrmann, Daniel Manger, Jürgen Beyerer:
Open Set Logo Detection and Retrieval. - Jonas Adler, Axel Ringh, Ozan Öktem, Johan Karlsson:
Learning to solve inverse problems using Wasserstein loss. - Michael Lass, Stephan Mohr, Thomas D. Kühne, Christian Plessl:
A Massively Parallel Algorithm for the Approximate Calculation of Inverse p-th Roots of Large Sparse Matrices. - Gruia Calinescu, Florian Jaehn, Minming Li, Kai Wang:
An FPTAS of Minimizing Total Weighted Completion Time on Single Machine with Position Constraint. - Shreya Tayade, Peter Rost, Andreas Mäder, Hans D. Schotten:
Device-centric Energy Optimization for Edge Cloud Offloading. - Han Zhang, Tao Xu, Hongsheng Li, Shaoting Zhang, Xiaogang Wang, Xiaolei Huang, Dimitris N. Metaxas:
StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. - Shaojiang Wang, Kun He, Yicheng Pan, Mingji Xia:
Rectangle Transformation Problem. - Quynh Nguyen, Matthias Hein:
The loss surface and expressivity of deep convolutional neural networks. - Karmvir Singh Phogat, Ravi N. Banavar, Debasish Chatterjee:
Structure-preserving discrete-time optimal maneuvers of a wheeled inverted pendulum. - Jean Michel D. Sellier:
Combining Neural Networks and Signed Particles to Simulate Quantum Systems More Efficiently. - Yuan Zeng, Kevin Devincentis, Yao Xiao, Zubayer Ibne Ferdous, Xiaochen Guo, Zhiyuan Yan, Yevgeny Berdichevsky:
A Supervised STDP-based Training Algorithm for Living Neural Networks. - Eric L. Ferguson, Stefan B. Williams, Craig T. Jin:
Sound Source Localization in a Multipath Environment Using Convolutional Neural Networks. - Hiroyuki Kasai:
SGDLibrary: A MATLAB library for stochastic gradient descent algorithms. - Dominik Kempa, Nicola Prezza:
At the Roots of Dictionary Compression: String Attractors. - Pranay Manocha, Rohan Badlani, Anurag Kumar, Ankit Shah, Benjamin Elizalde, Bhiksha Raj:
Content-based Representations of audio using Siamese neural networks. - André G. C. Guerra, António Sérgio Ferreira, Maria Costa, Diego Nodar-López, Fernando Aguado-Agelet:
Integrating Small Satellite Communication in an Autonomous Vehicle Network: A Case on Oceanography. - Petr A. Golovach, Pinar Heggernes, Paloma T. Lima, Pedro Montealegre:
Finding Connected Secluded Subgraphs. - Bertram Felgenhauer:
Deciding Confluence and Normal Form Properties of Ground Term Rewrite Systems Efficiently. - Mohammad Ebrahim Khademi, Mohammad Fakhredanesh, Seyed Mojtaba Hoseini:
Conceptual Text Summarizer: A new model in continuous vector space. - Jianwei Qian, Xiang-Yang Li, Yu Wang, Shaojie Tang, Taeho Jung, Yang Fan:
Social Network De-anonymization: More Adversarial Knowledge, More Users Re-Identified? - Carla Mouradian, Diala Naboulsi, Sami Yangui, Roch H. Glitho, Monique J. Morrow, Paul A. Polakos:
A Comprehensive Survey on Fog Computing: State-of-the-art and Research Challenges. - Masaya Hibino, Akisato Kimura, Takayoshi Yamashita, Yuji Yamauchi, Hironobu Fujiyoshi:
Denoising random forests. - Ahmed El Shafie, Mohamed F. Marzban, Rakan C. Chabaan, Naofal Al-Dhahir:
An Artificial-Noise-Aided Secure Scheme for Hybrid Parallel PLC/Wireless OFDM Systems. - Loet Leydesdorff, Caroline S. Wagner, Igone Porto Gómez, Jordan A. Comins, Fred Y. Phillips:
Synergy in the Knowledge Base of U.S. Innovation Systems at National, State, and Regional Levels: The Contributions of High-Tech Manufacturing and Knowledge-Intensive Services. - Yijie Mao, Bruno Clerckx, Victor O. K. Li:
Rate-Splitting for Downlink Multi-User Multi-Antenna Systems: Bridging NOMA and Conventional Linear Precoding. - Loet Leydesdorff, Lutz Bornmann, John Mingers:
Statistical Significance and Effect Sizes of Differences among Research Universities at the Level of Nations and Worldwide based on the Leiden Rankings. - Luca Arnaboldi, Charles Morisset:
Quantitative Analysis of DoS Attacks and Client Puzzles in IoT Systems. - Diego Esteves, Rafael Peres, Jens Lehmann, Giulio Napolitano:
Named Entity Recognition in Twitter using Images and Text. - Pratik Chaudhari, Stefano Soatto:
Stochastic gradient descent performs variational inference, converges to limit cycles for deep networks. - Pierre-Edouard Honnet, Andrei Popescu-Belis, Claudiu Musat, Michael Baeriswyl:
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German. - Barbara Bulc, Cassie Landers, Katherine Driscoll:
Data Science: A Powerful Catalyst for Cross-Sector Collaborations to Transform the Future of Global Health - Developing a New Interactive Relational Mapping Tool. - Anirudha Majumdar, Marco Pavone:
How Should a Robot Assess Risk? Towards an Axiomatic Theory of Risk in Robotics. - Mikel Artetxe, Gorka Labaka, Eneko Agirre, Kyunghyun Cho:
Unsupervised Neural Machine Translation. - Yuan Lai, Constantine E. Kontokosta:
Measuring the Impact of Urban Street Trees on Air Quality and Respiratory Illness. - A. Ravishankar Rao, Daniel J. B. Clarke:
Hiding in plain sight: insights about health-care trends gained through open health data. - Nina L. Cesare, Christan Grant, Jared B. Hawkins, John S. Brownstein, Elaine O. Nsoesie:
Demographics in Social Media Data for Public Health Research: Does it matter? - Jacob Devlin, Jonathan Uesato, Rishabh Singh, Pushmeet Kohli:
Semantic Code Repair using Neuro-Symbolic Transformation Networks. - Christian Weilbach, Annette Bieniusa:
Techreport: Time-sensitive probabilistic inference for the edge. - Aditya Chattopadhyay, Anirban Sarkar, Prantik Howlader, Vineeth N. Balasubramanian:
Grad-CAM++: Generalized Gradient-based Visual Explanations for Deep Convolutional Networks. - Siddharth Pal, Armand M. Makowski:
Asymptotic degree distributions in large homogeneous random networks: A little theory and a counterexample. - Rajesh Kumar, Partha Pratim Kundu, Vir V. Phoha:
Continuous Authentication Using One-class Classifiers and their Fusion. - Rodolfo Reyes-Báez, Arjan van der Schaft, Bayu Jayawardhana:
Virtual Differential Passivity based Control for Tracking of Flexible-joints Robots. - Neha Bhargava, Subhasis Chaudhuri:
An Integrated Approach to Crowd Video Analysis: From Tracking to Multi-level Activity Recognition. - Christos K. Verginis, Matteo Mastellaro, Dimos V. Dimarogonas:
Robust Cooperative Manipulation without Force/Torque Measurements: Control Design and Experiments. - Marlos C. Machado, Clemens Rosenbaum, Xiaoxiao Guo, Miao Liu, Gerald Tesauro, Murray Campbell:
Eigenoption Discovery through the Deep Successor Representation. - Haiqiang Wang, Ioannis Katsavounidis, Qin Huang, Xin Zhou, C.-C. Jay Kuo:
Prediction of Satisfied User Ratio for Compressed Video. - Giovanni S. Alberti, Matteo Santacesaria:
Infinite dimensional compressed sensing from anisotropic measurements. - Nikhil Chavan Dafle, Alberto Rodriguez:
Stable Prehensile Pushing: In-Hand Manipulation with Alternating Sticking Contacts. - Hua Sun, Syed Ali Jafar:
The Capacity of Private Computation. - Chen Zheng, Clara Grzegorz Kasprowicz, Carol Saunders:
Customized Routing Optimization Based on Gradient Boost Regressor Model. - Pranay Manocha, Snehal Bhasme, Tanvi Gupta, Bijaya K. Panigrahi, Tapan Kumar Gandhi:
Automated Tumor Segmentation and Brain Mapping for the Tumor Area. - William Falcon, Henning Schulzrinne:
Predicting Floor-Level for 911 Calls with Recurrent Neural Networks and Smartphone Sensor Data. - Curtis Hawthorne, Erich Elsen, Jialin Song, Adam Roberts, Ian Simon, Colin Raffel, Jesse H. Engel, Sageev Oore, Douglas Eck:
Onsets and Frames: Dual-Objective Piano Transcription. - Viviana Cotik, Darío Filippo, Roland Roller, Hans Uszkoreit, Feiyu Xu:
Creation of an Annotated Corpus of Spanish Radiology Reports. - Zeqiu Wu, Xiang Ren, Frank F. Xu, Ji Li, Jiawei Han:
Indirect Supervision for Relation Extraction using Question-Answer Pairs. - Xiang Zhang, Nishant Vishwamitra, Hongxin Hu, Feng Luo:
CrescendoNet: A Simple Deep Convolutional Neural Network with Ensemble Behavior. - Abolfazl Razi, Fatemeh Afghah, Jacob Chakareski:
Optimal Measurement Policy for Predicting UAV Network Topology. - Lipeng Chen, Mehmet Remzi Dogar:
Manipulation Planning to Keep an Object Stable under a Sequence of External Forces. - Olivier Mangin, Alessandro Roncone, Brian Scassellati:
How to be Helpful? Implementing Supportive Behaviors for Human-Robot Collaboration. - Nilanka T. Rajapaksha, Arjuna Madanayake, Renato J. Cintra, Jithra Adikari, Vassil S. Dimitrov:
VLSI Computational Architectures for the Arithmetic Cosine Transform. - Themos Stafylakis, Georgios Tzimiropoulos:
Deep word embeddings for visual speech recognition. - Haoze Wu:
Improve SAT-solving with Machine Learning. - Sofya Zeylikman, Sarah Widder, Alessandro Roncone, Olivier Mangin, Brian Scassellati:
The HRC Model Set for Human-Robot Collaboration Research. - Soheil Ehsani, MohammadTaghi Hajiaghayi, Thomas Kesselheim, Sahil Singla:
Prophet Secretary for Combinatorial Auctions and Matroids. - Allison June-Barlow Chaney, Brandon M. Stewart, Barbara E. Engelhardt:
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility. - Faisal Mahmood, Nicholas J. Durr:
Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy. - Paul Wood, Heng Zhang, Muhammad-Bilal Siddiqui, Saurabh Bagchi:
Dependability in Edge Computing. - Beilun Wang, Arshdeep Sekhon, Yanjun Qi:
Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure. - Philipp Mayr, Ingo Frommholz, Guillaume Cabanac:
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop. - Jack Lanchantin, Arshdeep Sekhon, Ritambhara Singh, Yanjun Qi:
Prototype Matching Networks for Large-Scale Multi-label Genomic Sequence Classification. - Xiangwei Zhou, Mingxuan Sun, Geoffrey Ye Li, Biing-Hwang Juang:
Machine Learning and Cognitive Technology for Intelligent Wireless Networks. - Digvijay Boob, Guanghui Lan:
Theoretical properties of the global optimizer of two layer neural network. - Saman Ashkiani, Martin Farach-Colton, John D. Owens:
A Dynamic Hash Table for the GPU. - Justin Fu, Katie Luo, Sergey Levine:
Learning Robust Rewards with Adversarial Inverse Reinforcement Learning. - Amir Abboud, Greg Bodwin:
Reachability Preservers: New Extremal Bounds and Approximation Algorithms. - Mohammad Babaeizadeh, Chelsea Finn, Dumitru Erhan, Roy H. Campbell, Sergey Levine:
Stochastic Variational Video Prediction. - Karl Bringmann, Pavel Kolev, David P. Woodruff:
Approximation Algorithms for ࡁ0-Low Rank Approximation. - Mohsen Minaei, Mainack Mondal, Patrick Loiseau, Krishna P. Gummadi, Aniket Kate:
Forgetting the Forgotten with Letheia, Concealing Content Deletion from Persistent Observers. - Giovanni Alcantara:
Empirical analysis of non-linear activation functions for Deep Neural Networks in classification tasks. - Carlos Murguia, Henk Nijmeijer, Justin Ruths:
Synchronization in Networks of Diffusively Coupled Nonlinear Systems: Robustness Against Time-Delays. - Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong:
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning. - Daniel Harasim, Chris Bruno, Eva Portelance, Timothy J. O'Donnell:
A generalized parsing framework for Abstract Grammars. - George Barmpalias, Frank Stephan:
Algorithmic learning of probability distributions from random data in the limit. - Kansuke Ikehara, Aaron Clauset:
Characterizing the structural diversity of complex networks across domains. - Panos P. Markopoulos, Dimitris G. Chachlakis, Evangelos E. Papalexakis:
The Exact Solution to Rank-1 L1-norm TUCKER2 Decomposition. - Tanvi Gupta, Pranay Manocha, Tapan Kumar Gandhi, R. K. Gupta, Bijaya K. Panigrahi:
Tumor Classification and Segmentation of MR Brain Images. - Masato Tajima:
An Innovations Approach to Viterbi Decoding of Convolutional Codes. - Alexander Lambert, Amirreza Shaban, Amit Raj, Zhen Liu, Byron Boots:
Deep Forward and Inverse Perceptual Models for Tracking and Prediction. - Zicong Fan, Lili Meng, Tian Qi Chen, Jingchun Li, Ian M. Mitchell:
Learning Motion Predictors for Smart Wheelchair using Autoregressive Sparse Gaussian Process. - Juyong Song, Matteo Marsili, Junghyo Jo:
Emergence and Relevance of Criticality in Deep Learning. - Jingjing Xu:
Improving Social Media Text Summarization by Learning Sentence Weight Distribution. - Jingjing Xu:
Shallow Discourse Parsing with Maximum Entropy Model. - Akrati Saxena, S. R. S. Iyengar:
Global Rank Estimation. - Zhengli Zhao, Dheeru Dua, Sameer Singh:
Generating Natural Adversarial Examples. - Yu Wu, Wei Wu, Chen Xing, Can Xu, Zhoujun Li, Ming Zhou:
A Sequential Matching Framework for Multi-turn Response Selection in Retrieval-based Chatbots. - Rose Yu, Max Guangyu Li, Yan Liu:
Tensor Regression Meets Gaussian Processes. - E. Velázquez, Mehrdad Yazdani, Pablo Suárez-Serrato:
Socialbots supporting human rights. - Eva Portelance, Leon Bergen, Chris Bruno, Timothy J. O'Donnell:
Mildly context sensitive grammar induction and variational bayesian inference. - Takuya Akiba, Keisuke Fukuda, Shuji Suzuki:
ChainerMN: Scalable Distributed Deep Learning Framework. - Espen Slettnes, Carl Joshua Quines, Shen-Fu Tsai, Jesse Geneson:
Variations of the cop and robber game on graphs. - Neha Bhargava, Subhasis Chaudhuri:
Spatio-temporal interaction model for crowd video analysis. - Iaroslav Melekhov, Juho Kannala, Esa Rahtu:
Image Patch Matching Using Convolutional Descriptors with Euclidean Distance. - Zhifang Zhang, Jingke Xu:
Capacity-Achieving PIR Schemes with Optimal Sub-Packetization. - Mohammad Saeed Rad, Andreas von Kaenel, Andre Droux, François Tièche, Nabil Ouerhani, Hazim Kemal Ekenel, Jean-Philippe Thiran:
A Computer Vision System to Localize and Classify Wastes on the Streets. - Weibo Chu, Mostafa Dehghan, John C. S. Lui, Don Towsley, Zhi-Li Zhang:
Joint Cache Resource Allocation and Request Routing for In-network Caching Services. - Yannic Kilcher, Aurélien Lucchi, Thomas Hofmann:
Semantic Interpolation in Implicit Models. - Yannic Kilcher, Aurélien Lucchi, Thomas Hofmann:
Flexible Prior Distributions for Deep Generative Models. - Eric Grinstein, Ngoc Q. K. Duong, Alexey Ozerov, Patrick Pérez:
Audio style transfer. - Yannic Kilcher, Gary Bécigneul, Thomas Hofmann:
Parametrizing filters of a CNN with a GAN. - Jérôme Kunegis, Andreas Lommatzsch, Christian Bauckhage:
The Slashdot Zoo: Mining a Social Network with Negative Edges. - Andrew Warrington, Frank D. Wood:
Updating the VESICLE-CNN Synapse Detector. - Francesc Wilhelmi, Cristina Cano, Gergely Neu, Boris Bellalta, Anders Jonsson, Sergio Barrachina-Muñoz:
Collaborative Spatial Reuse in Wireless Networks via Selfish Multi-Armed Bandits. - Mohammad Mahdi Azari, Fernando Rosas, Sofie Pollin:
Reshaping Cellular Networks for the Sky: The Major Factors and Feasibility. - Koji M. Kobayashi:
Improved Bounds for Online Dominating Sets of Trees. - Gregory Farquhar, Tim Rocktäschel, Maximilian Igl, Shimon Whiteson:
TreeQN and ATreeC: Differentiable Tree Planning for Deep Reinforcement Learning. - Sang-gil Lee, Uiwon Hwang, Seonwoo Min, Sungroh Yoon:
A SeqGAN for Polyphonic Music Generation. - Xihan Chen, Qingjiang Shi, Yunlong Cai, Minjian Zhao, Mingjie Zhao:
Joint Cooperative Computation and Interactive Communication for Relay-Assisted Mobile Edge Computing. - Rodolfo Silva, Pedro Barbosa, Andrey Brito:
DynSGX: A Privacy Preserving Toolset for Dynamically Loading Functions into Intel(R) SGX Enclaves. - Peter H. Jin, Sergey Levine, Kurt Keutzer:
Regret Minimization for Partially Observable Deep Reinforcement Learning. - Zhe-Cheng Fan, Yen-Lin Lai, Jyh-Shing Roger Jang:
SVSGAN: Singing Voice Separation via Generative Adversarial Network. - Efthimios Bothos, Babis Magoutas, Brian Caulfield, Athena Tsirimpa, Maria Kamargianni, Panagiotis Georgakis, Gregoris Mentzas:
Behavioural Change Support Intelligent Transportation Applications. - Anuj Karpatne, William Watkins, Jordan S. Read, Vipin Kumar:
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling. - Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara:
Statistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization. - Georgios Bakirtzis, Bryan T. Carter, Carl R. Elks, Cody H. Fleming:
A Model-Based Approach to Security Analysis for Cyber-Physical Systems. - Yuefu Zhou, Shanshan Huang, Ya Zhang, Yanfeng Wang:
Deep Hashing with Triplet Quantization Loss. - Zhonghao Wang, Yujun Gu, Ya Zhang, Jun Zhou, Xiao Gu:
Clothing Retrieval with Visual Attention Model. - Pradnya Kiri Taksande, Arghyadip Roy, Abhay Karandikar:
Optimal Traffic Splitting Policy in LTE-based Heterogeneous Network. - Yao Yao, Mustafa K. Mehmet Ali, Shahin Vakilinia:
Optimal Resource Allocation in Distributed Broadband Wireless Communication Systems. - Pravjyot Singh Deogun, Arghyadip Roy, Abhay Karandikar:
An Energy-Aware WLAN Discovery Scheme for LTE HetNet. - Konstantinos Dovelos, Boris Bellalta:
Breaking the Interference Barrier in Dense Wireless Networks with Interference Alignment. - Luca Crociani, Yiping Zeng, Andrea Gorrini, Giuseppe Vizzari, Weiguo Song:
Investigating the effect of social groups in uni-directional pedestrian flow. - Pratik Ghosal, Katarzyna E. Paluch:
Manipulation Strategies for the Rank Maximal Matching Problem. - Sarath Pattathil, Vivek S. Borkar, Gaurav S. Kasbekar:
Distributed Server Allocation for Content Delivery Networks. - Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley:
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. - Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu:
A Neural-Symbolic Approach to Natural Language Tasks. - Andri Mirzal:
A Convergent Algorithm for Bi-orthogonal Nonnegative Matrix Tri-Factorization. - Xiaohu Ge, Linghui Pan, Qiang Li, Guoqiang Mao, Song Tu:
Multi-Path Cooperative Communications Networks for Augmented and Virtual Reality Transmission. - Luigi Santocanale:
The equational theory of the natural join and inner union is decidable. - Antti Ukkonen, Juho Hamari:
Large-scale study of social network structure and team performance in a multiplayer online game. - Sohrab Ferdowsi, Slava Voloshynovskiy, Dimche Kostadinov:
A multi-layer network based on Sparse Ternary Codes for universal vector compression. - Édouard Bonnet, Pawel Rzazewski, Florian Sikora:
Designing RNA Secondary Structures is Hard. - Venkatesan Guruswami, Nicolas Resch:
On the List-Decodability of Random Linear Rank-Metric Codes. - Xiaohu Ge, Bangzheng Du, Qiang Li, Diomidis S. Michalopoulos:
Energy Efficiency of Multi-user Multi-antenna Random Cellular Networks with Minimum Distance Constraints. - Junliang Ye, Xiaohu Ge, Guoqiang Mao, Yi Zhong:
5G Ultra-dense networks with non-uniform Distributed Users. - Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden:
Extracting Syntactic Patterns from Databases. - Paul Cuddihy, Justin McHugh, Jenny Weisenberg Williams, Varish Mulwad, Kareem S. Aggour:
SemTK: An Ontology-first, Open Source Semantic Toolkit for Managing and Querying Knowledge Graphs. - Xiaoping Fan, Zhijie Chen, Fei Cai, Jinsong Wu, Shengzong Liu, Zhining Liao, Zhifang Liao:
Local Core Members Aided Community Structure Detection. - Zhifang Liao, Benhong Zhao, Shengzong Liu, Haozhi Jin, Dayu He, Liu Yang, Jinsong Wu, Yan Zhang:
A Prediction Model of the Project Life-span in Open Source Software Ecosystem. - Nicola Marchetti, Irene Macaluso, Nicholas J. Kaminski, Merim Dzaferagic, M. Majid Butt, Marco Ruffini, Saul Friedner, Julie Bradford, Andrea Zanella, Michele Zorzi, Linda Doyle:
Complex Systems Science meets 5G and IoT. - Andrew Shin, Léopold Crestel, Hiroharu Kato, Kuniaki Saito, Katsunori Ohnishi, Masataka Yamaguchi, Masahiro Nakawaki, Yoshitaka Ushiku, Tatsuya Harada:
Melody Generation for Pop Music via Word Representation of Musical Properties. - Philipp Meerkamp:
Proceedings of the Data For Good Exchange 2017. - Anna E. Frid:
Sturmian numeration systems and decompositions to palindromes. - Mark Noone, Aidan Mooney:
First Programming Language: Visual or Textual? - Faik Boray Tek, Kristin S. Benli, Ezgi Deveci:
Implicit Theories and Self-efficacy in an Introductory Programming Course. - Raja Sattiraju, Pratip Chakraborty, Hans D. Schotten, Xiaohai Lin, Daniel Görges:
Cyber-Automotive Simulation and Evaluation Platform for Vehicular Value Added Services. - Kai Mindermann, Frederik Riedel, Asim Abdulkhaleq, Christoph Stach, Stefan Wagner:
Exploratory Study of the Privacy Extension for System Theoretic Process Analysis (STPA-Priv) to elicit Privacy Risks in eHealth. - Abram L. Friesen, Pedro M. Domingos:
Deep Learning as a Mixed Convex-Combinatorial Optimization Problem. - Guokun Lai, Hanxiao Liu, Yiming Yang:
Learning Graph Convolution Filters from Data Manifold. - Nick Feamster, Jennifer Rexford:
Why (and How) Networks Should Run Themselves. - Amal S. Alzahrani, Ashraf A. Shahin:
Energy-Aware Virtual Network Embedding Approach for Distributed Cloud. - Oded Regev, Aravindan Vijayaraghavan:
On Learning Mixtures of Well-Separated Gaussians. - Anton Muehlemann:
Sentiment Protocol: A Decentralized Protocol Leveraging Crowd Sourced Wisdom. - Changzhe Jiao, Alina Zare, Ronald G. McGarvey:
Multiple Instance Hybrid Estimator for Hyperspectral Target Characterization and Sub-pixel Target Detection. - Lea Frermann, Shay B. Cohen, Mirella Lapata:
Whodunnit? Crime Drama as a Case for Natural Language Understanding. - Shuowen Zhang, Yong Zeng, Rui Zhang:
Cellular-Enabled UAV Communication: Trajectory Optimization Under Connectivity Constraint. - Chelsea Finn, Sergey Levine:
Meta-Learning and Universality: Deep Representations and Gradient Descent can Approximate any Learning Algorithm. - Abhishek Halder, Tryphon T. Georgiou:
Gradient Flows in Filtering and Fisher-Rao Geometry. - Niko Brümmer, Albert Swart:
Language-depedent I-Vectors for LRE15. - Arnak S. Dalalyan, Avetik G. Karagulyan:
User-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient. - Ahmet Emin Bulut, Qian Zhang, Chunlei Zhang, Fahimeh Bahmaninezhad, John H. L. Hansen:
UTD-CRSS Submission for MGB-3 Arabic Dialect Identification: Front-end and Back-end Advancements on Broadcast Speech. - Ahmet E. Bulut, Hakan Demir, Yusuf Ziya Isik, Hakan Erdogan:
PLDA-Based Diarization of Telephone Conversations. - Khaled Alshehri, Ji Liu, Xudong Chen, Tamer Basar:
A Game-Theoretic Method for Multi-Period Demand Response: Revenue Maximization, Power Allocation, and Asymptotic Behavior. - Moein Mozaffarzadeh, Mohammad Mehrmohammadi, Bahador Makkiabadi:
Enhanced Linear-array Photoacoustic Beamforming using Modified Coherence Factor. - Sergiy Zhuk, Tigran T. Tchrakian, Albert Akhriev, Siyuan Lu, Hendrik F. Hamann:
Where computer vision can aid physics: dynamic cloud motion forecasting from satellite images. - Payam Delgosha, Venkat Anantharam:
Load Balancing in Hypergraphs. - Dmitry V. Gribanov:
FPT-algorithms for The Shortest Lattice Vector and Integer Linear Programming Problems. - Dmitry V. Gribanov, Aleksandr Yu. Chirkov:
The Width and Integer Optimization on Simplices With Bounded Minors of the Constraint Matrices. - Jens Forsgård, Mounir Nisse, J. Maurice Rojas:
New Subexponential Fewnomial Hypersurface Bounds. - Pranav Kumar Jha, Nitin Kachare, K. Kalyani, D. Sriram Kumar:
Performance analysis of FSO using relays and spatial diversity under log-normal fading channel. - Aaditya Ramdas, Fanny Yang, Martin J. Wainwright, Michael I. Jordan:
Online control of the false discovery rate with decaying memory. - Tim Seynnaeve:
Plethysm and fast matrix multiplication. - Xiufeng Yang, Jinzhe Zhang, Kazuki Yoshizoe, Kei Terayama, Koji Tsuda:
ChemTS: An Efficient Python Library for de novo Molecular Generation. - Manuel Servin, Moises Padilla:
Shannon information storage in fringe-patterns and fringe-data compression by phase-shifting algorithms. - Ori Golani, Meir Feder, Mark Shtaif:
Equalization Methods for NLIN Mitigation. - Jan Goedgebeur:
On the smallest snarks with oddness 4 and connectivity 2. - Jian Du, Xue Liu, Lei Rao:
Proactive Doppler Shift Compensation in Vehicular Cyber-Physical Systems. - Qi Liao:
Dynamic Uplink/Downlink Resource Management in Flexible Duplex-Enabled Wireless Networks. - Juan Liu, Bo Bai, Jun Zhang, Khaled Ben Letaief:
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms. - Mokshay M. Madiman, Liyao Wang, Jae Oh Woo:
Entropy Inequalities for Sums in Prime Cyclic Groups. - Chao Gao, John Lafferty:
Testing for Global Network Structure Using Small Subgraph Statistics. - Roberto Longo:
On Landauer principle and bound for infinite systems. - Alexandra K. Diem, Roxana O. Carare, Neil W. Bressloff:
A control mechanism for intramural periarterial drainage via astrocytes: How neuronal activity could improve waste clearance from the brain. - (Withdrawn) A Graph Signal Processing View on Functional Brain Imaging.
- Drew Steeves, Bahman Gharesifard, Abdol-Reza Mansouri:
Controllability of coupled parabolic systems with multiple underactuations. - Nima Sedaghat, Ashish Mahabal:
Effective Image Differencing with ConvNets for Real-time Transient Hunting. - Elina Robeva, Anna Seigal:
Duality of Graphical Models and Tensor Networks. - Steffen Schuldenzucker, Sven Seuken, Stefano Battiston:
The Computational Complexity of Clearing Financial Networks with Credit Default Swaps. - Pan Zhang:
Spectral estimation of the percolation transition in clustered networks. - Daniel A. Jaume, Gonzalo Molina, Adrián Pastine, Martín Darío Safe:
A {-1, 0, 1}- and sparsest basis for the null space of a forest in optimal time. - Sarah Dean, Horia Mania, Nikolai Matni, Benjamin Recht, Stephen Tu:
On the Sample Complexity of the Linear Quadratic Regulator. - Moein Mozaffarzadeh, Ali Mahloojifar, Mohammadreza Nasiriavanaki, Mahdi Orooji:
Eigenspace-Based Minimum Variance Adaptive Beamformer Combined with Delay Multiply and Sum: Experimental Study. - L. Zavala Sansón, A. González-Villanueva:
Allometric scaling laws derived from symmetric tree networks. - Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh:
Classification of Local Field Potentials using Gaussian Sequence Model. - Ryszard Pawel Kostecki:
Quantum Brègman distances and categories. - Michael Zhu, Suyog Gupta:
To prune, or not to prune: exploring the efficacy of pruning for model compression. - Benjamin Dieudonné, Tom Francart:
Head shadow enhancement with fixed beamformers improves sound localization based on interaural level differences. - Evan Berkowitz, Gustav R. Jansen, Kenneth McElvain, André Walker-Loud:
Job Management and Task Bundling. - Ali Pesaranghader, Herna L. Viktor, Eric Paquet:
McDiarmid Drift Detection Methods for Evolving Data Streams. - Cheng Lu, Ya-Feng Liu, Wei-Qiang Zhang, Shuzhong Zhang:
Tightness of a new and enhanced semidefinite relaxation for MIMO detection. - Yong K. Goh, Haslifah M. Hasim, Chris G. Antonopoulos:
Inference of forex and stock-index financial networks based on the normalised mutual information rate. - Nilanjan De:
Topological indices of k-th subdivision and semi total point graphs. - Muhammad Yousefnezhad, Daoqiang Zhang:
Anatomical Pattern Analysis for decoding visual stimuli in human brains. - Roger A. Sauer, Tobias Luginsland:
A monolithic fluid-structure interaction formulation for solid and liquid membranes including free-surface contact. - Benjamin Bloem-Reddy, Peter Orbanz:
Preferential Attachment and Vertex Arrival Times. - Soheil Feizi, Hamid Javadi, Jesse M. Zhang, David Tse:
Porcupine Neural Networks: (Almost) All Local Optima are Global. - Garrett B. Goh, Charles Siegel, Abhinav Vishnu, Nathan O. Hodas, Nathan A. Baker:
How Much Chemistry Does a Deep Neural Network Need to Know to Make Accurate Predictions? - Alain Saas, Anna Guitart, Africa Perianez:
Discovering Playing Patterns: Time Series Clustering of Free-To-Play Game Data. - Jiao Wu, Muhua Zheng, Zi-Ke Zhang, Wei Wang, Changgui Gu, Zonghua Liu:
A model for both the fast and slow spreadings of sudden events on social networks. - Joeri Hermans, Gerasimos Spanakis, Rico Möckel:
Accumulated Gradient Normalization. - Johan Rohdin, Anna Silnova, Mireia Díez, Oldrich Plchot, Pavel Matejka, Lukás Burget:
End-to-end DNN Based Speaker Recognition Inspired by i-vector and PLDA. - Chrystopher L. Nehaniv, Elena Antonova:
Simulating and Reconstructing Neurodynamics with Epsilon-Automata Applied to Electroencephalography (EEG) Microstate Sequences. - Kolja Knauer, Torsten Ueckerdt:
Decomposing 4-connected planar triangulations into two trees and one path. - Mirco Ravanelli, Maurizio Omologo:
The DIRHA-English corpus and related tasks for distant-speech recognition in domestic environments. - Fernando G. S. L. Brandão, Amir Kalev, Tongyang Li, Cedric Yen-Yu Lin, Krysta M. Svore, Xiaodi Wu:
Exponential Quantum Speed-ups for Semidefinite Programming with Applications to Quantum Learning. - Jesús A. De Loera, Jamie Haddock, Luis Rademacher:
The Minimum Euclidean-Norm Point on a Convex Polytope: Wolfe's Combinatorial Algorithm is Exponential. - Yulong Guo, Xiaopei Liu, Chi Xiong, Xuemiao Xu, Chi-Wing Fu:
Towards High-quality Visualization of Superfluid Vortices. - Elies Ghayoula, Ridha Ghayoula, Jaouhar Fattahi, Emil Pricop, Jean-Yves Chouinard, Ammar Bouallegue:
Radiation Pattern Synthesis Using Hybrid Fourier- Woodward-Lawson-Neural Networks for Reliable MIMO Antenna Systems. - Junshan Pan, Yuan-Qi Li, Xiang Liu, Hanping Hu, Yong Hu:
Modeling Collective Behavior of Posting Microblog by Stochastic Differential Equation with Jump. - Beidi Chen, Anshumali Shrivastava, Rebecca C. Steorts:
Unique Entity Estimation with Application to the Syrian Conflict. - Anthony Bordg:
Univalent Foundations and the UniMath Library. - Markus Kaiser, Clemens Otte, Thomas A. Runkler, Carl Henrik Ek:
Bayesian Alignments of Warped Multi-Output Gaussian Processes. - Carter T. Butts:
Baseline Mixture Models for Social Networks. - Laszlo Gyongyosi, Sándor Imre:
Entanglement-Gradient Routing for Quantum Networks. - Dong Eui Chang:
Controller Design for Systems on Manifolds in Euclidean Space. - Amy Glen, Jamie Simpson, W. F. Smyth:
More properties of the Fibonacci word on an infinite alphabet. - Carter T. Butts:
A Perfect Sampling Method for Exponential Family Random Graph Models. - Lisandro Kaunitz, Shenjun Zhong, Javier Kreiner:
Beating the bookies with their own numbers - and how the online sports betting market is rigged. - Roy R. Lederman:
Numerical Algorithms for the Computation of Generalized Prolate Spheroidal Functions. - Amir Ali Ahmadi, Anirudha Majumdar:
Response to "Counterexample to global convergence of DSOS and SDSOS hierarchies". - Ahmed El Alaoui, Florent Krzakala, Michael I. Jordan:
Finite Size Corrections and Likelihood Ratio Fluctuations in the Spiked Wigner Model. - Shaohan Chen, Chuanhou Gao, Ping Zhang:
Enhancing Transparency of Black-box Soft-margin SVM by Integrating Data-based Prior Information. - Kolja Knauer, Nicolas Nisse:
Computing metric hulls in graphs. - Peter Keevash, Liana Yepremyan:
Rainbow matchings in properly-coloured multigraphs. - (Withdrawn) Two-player entangled games are NP-hard.
- Zdenek Dvorák:
On classes of graphs with strongly sublinear separators. - Datong P. Zhou, Maximilian Balandat, Claire J. Tomlin:
Incentive Design in Human-in-the-Loop Cyber-Physical Systems: A Case Study on Demand Response in California. - Jyh-Miin Lin:
Python Non-Uniform Fast Fourier Transform (PyNUFFT): multi-dimensional non-Cartesian image reconstruction package for heterogeneous platforms and applications to MRI. - Natalia da Silva, Ignacio Alvarez-Castro:
Clicks and Cliques. Exploring the Soul of the Community. - Alexander Woo, Alexander Yong:
Tropicalization, symmetric polynomials, and complexity. - Patrick Gildersleve, Taha Yasseri:
Inspiration, Captivation, and Misdirection: Emergent Properties in Networks of Online Navigation. - Yue Zhao:
An Extension of Deep Pathway Analysis: A Pathway Route Analysis Framework Incorporating Multi-dimensional Cancer Genomics Data. - Bilal Khan, Ian Duncan, Mohamed Saad, Daniel Schaefer, Ashly Jordan, Daniel Smith, Alan Neaigus, Don Des Jarlais, Holly Hagan, Kirk Dombrowski:
Combination interventions for Hepatitis C and Cirrhosis reduction among people who inject drugs: An agent-based, networked population simulation experiment. - Vasundhara Dehiya, Jaya Thomas, Lee Sael:
Prior Knowledge based mutation prioritization towards causal variant finding in rare disease. - Martin Skrodzki, Ulrich Reitebuch, Konrad Polthier:
Combinatorial and Asymptotical Results on the Neighborhood Grid. - Martin Trapp, Tamas Madl, Robert Peharz, Franz Pernkopf, Robert Trappl:
Safe Semi-Supervised Learning of Sum-Product Networks. - Simon Abelard, Pierrick Gaudry, Pierre-Jean Spaenlehauer:
Improved Complexity Bounds for Counting Points on Hyperelliptic Curves. - Holger Homann, Francois Laenen:
SoAx: A generic C++ Structure of Arrays for handling Particles in HPC Codes. - Mirco Ravanelli, Maurizio Omologo:
Contaminated speech training methods for robust DNN-HMM distant speech recognition. - Plamen L. Simeonov, Andrée C. Ehresmann:
Towards a First Implementation of the WLIMES Approach in Living System Studies Advancing the Diagnostics and Therapy in Personalized Medicine. - Madhu S. Advani, Andrew M. Saxe:
High-dimensional dynamics of generalization error in neural networks. - Chenxin Ma, Naga Venkata C. Gudapati, Majid Jahani, Rachael Tappenden, Martin Takác:
Underestimate Sequences via Quadratic Averaging. - Wenjun Mei, Francesco Bullo:
LaSalle Invariance Principle for Discrete-time Dynamical Systems: A Concise and Self-contained Tutorial. - Vasilis Syrgkanis, Elie Tamer, Juba Ziani:
Inference on Auctions with Weak Assumptions on Information. - Yanjun Han, Jiantao Jiao, Rajarshi Mukherjee, Tsachy Weissman:
On Estimation of L{r}-Norms in Gaussian White Noise Models. - Muhammad Yousefnezhad, Daoqiang Zhang:
Deep Hyperalignment. - Ruqian Chen, Yen-Chi Chen, Wei Guo, Ashis Gopal Banerjee:
A Note on Community Trees in Networks. - Markus Grasmair, Timo Klock, Valeriya Naumova:
Adaptive multi-penalty regularization based on a generalized Lasso path. - Jishnu Sadasivan, Chandra Sekhar Seelamantula, Nagarjuna Reddy Muraka:
PROSE: Perceptual Risk Optimization for Speech Enhancement. - Olivier Finkel, Olivier Carton, Dominique Lecomte:
Polishness of some topologies related to automata (Extended version). - Yin Cheng Ng, Ricardo Silva:
A Dynamic Edge Exchangeable Model for Sparse Temporal Networks. - Frédéric Chazal, Bertrand Michel:
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists. - Jishnu Rajendran, Colin Benjamin:
Playing a true Parrondo's game with a three state coin on a quantum walk. - Alec Koppel, Santiago Paternain, Cédric Richard, Alejandro Ribeiro:
Decentralized Online Learning with Kernels. - Badong Chen, Lei Xing, Nanning Zheng, José C. Príncipe:
Quantized Minimum Error Entropy Criterion. - Finn Årup Nielsen:
Wembedder: Wikidata entity embedding web service. - Constantinos Daskalakis, Nishanth Dikkala, Gautam Kamath:
Concentration of Multilinear Functions of the Ising Model with Applications to Network Data. - Danny Nguyen, Igor Pak:
VC-dimension of short Presburger formulas. - Enrico Celeghini:
Algebraic Image Processing. - Alexandre Drouin, Toby Dylan Hocking, François Laviolette:
Maximum Margin Interval Trees. - Mark Tygert:
Regression-aware decompositions. - Parthasarathy Madhusudan, Dirk Nowotka, Aayush Rajasekaran, Jeffrey O. Shallit:
Lagrange's Theorem for Binary Squares. - Christian Grussler, Pontus Giselsson:
Local Convergence of Proximal Splitting Methods for Rank Constrained Problems. - Mirco Ravanelli, Benjamin Elizalde, Karl Ni, Gerald Friedland:
Audio Concept Classification with Hierarchical Deep Neural Networks. - Ishan Jindal, Zhiwei (Tony) Qin, Xue-wen Chen, Matthew S. Nokleby, Jieping Ye:
A Unified Neural Network Approach for Estimating Travel Time and Distance for a Taxi Trip. - Chuanyun Zang:
Deep Learning in Multiple Multistep Time Series Prediction. - Richard G. Everitt, Dennis Prangle, Philip Maybank, Mark Bell:
Marginal sequential Monte Carlo for doubly intractable models. - Jefrey Lijffijt, Bo Kang, Wouter Duivesteijn, Kai Puolamäki, Emilia Oikarinen, Tijl De Bie:
Subjectively Interesting Subgroup Discovery on Real-valued Targets. - Matthew O. Jackson, Evan C. Storms:
Behavioral Communities and the Atomic Structure of Networks. - Rui Zhang, Quanyan Zhu:
Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries. - Jan Hubicka, Matej Konecný, Jaroslav Nesetril:
Conant's generalised metric spaces are Ramsey. - Jan N. van Rijn, Frank Hutter:
Hyperparameter Importance Across Datasets. - Dhruv Choudhary, Arun Kejariwal, Francois Orsini:
On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data. - Saman Cyrus, Bin Hu, Bryan Van Scoy, Laurent Lessard:
A Robust Accelerated Optimization Algorithm for Strongly Convex Functions. - David Krueger, Chin-Wei Huang, Riashat Islam, Ryan Turner, Alexandre Lacoste, Aaron C. Courville:
Bayesian Hypernetworks. - Can M. Le, Elizaveta Levina:
Estimating a network from multiple noisy realizations. - Can M. Le:
Edge sampling using network local information. - Andrea Francesco Morabito, Antonia Rita Laganà, Gino Sorbello, Tommaso Isernia:
Power Synthesis of Maximally-Sparse Linear Arrays Radiating Shaped Patterns through a Compressive-Sensing Driven Strategy. - Abhishake Rastogi, Sivananthan Sampath:
Manifold regularization based on Nystr{ö}m type subsampling. - Kevin L. McIlhany, Stephen Wiggins:
High Dimensional Cluster Analysis Using Path Lengths. - Junpei Komiyama, Hajime Shimao:
Two-stage Algorithm for Fairness-aware Machine Learning. - Trevor Campbell, Tamara Broderick:
Automated Scalable Bayesian Inference via Hilbert Coresets. - Mojtaba Ahmadi Almasi, Hani Mehrpouyan, Vida Vakilian, Nader Behdad, Hamid Jafarkhani:
Reconfigurable Antennas in mmWave MIMO Systems. - Bo Lin, Ngoc Mai Tran:
Two-player incentive compatible mechanisms are affine maximizers. - Don Krieger, Paul Shepard, Ben Zusman, Anirban Jana, David O. Okonkwo:
Shared High Value Research Resources: The CamCAN Human Lifespan Neuroimaging Dataset Processed on the Open Science Grid. - Shao-Meng Qin:
Dismantle a network efficiently during the entire process by a compound algorithm. - Senbin Yu, Liang Gao, Yi-Fan Wang, Ge Gao, Congcong Zhou, Ziyou Gao:
Weighted H-index for identifying influential spreaders. - Shenghao Shi:
Facial Keypoints Detection. - Tsz Kit Lau, Yuan Yao:
Accelerated Block Coordinate Proximal Gradients with Applications in High Dimensional Statistics. - Tomoya Sakai, Gang Niu, Masashi Sugiyama:
Estimation of Squared-Loss Mutual Information from Positive and Unlabeled Data. - Gabriele Perugini, Federico Ricci-Tersenghi:
An improved Belief Propagation algorithm finds many Bethe states in the random field Ising model on random graphs. - Kenji Kawaguchi, Leslie Pack Kaelbling, Yoshua Bengio:
Generalization in Deep Learning. - Haozhen Wu:
Calibrated Boosting-Forest. - Ziping Zhao, Daniel P. Palomar:
Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model. - Pascal Boeschoten, Filippo Costa:
The ALICE O2 common driver for the C-RORC and CRU read-out cards. - Igor Fabrici, Jochen Harant, Samuel Mohr, Jens M. Schmidt:
Longer Cycles in Essentially 4-Connected Planar Graphs. - Vassilis Kalofolias, Nathanaël Perraudin:
Large Scale Graph Learning from Smooth Signals. - Sarod Yatawatta, Faruk Diblen, Hanno Spreeuw:
Adaptive ADMM in Distributed Radio Interferometric Calibration. - Laurent Bartholdi, Thorsten Groth, Igor Lysenok:
Commutator width in the first Grigorchuk group. - Christoffer Sloth:
Nonnegative Polynomial with no Certificate of Nonnegativity in the Simplicial Bernstein Basis. - Marco Fraccaro, Simon Kamronn, Ulrich Paquet, Ole Winther:
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning. - Amir Ahmadi-Javid, Pooya Hoseinpour:
Convexification of Queueing Formulas by Mixed-Integer Second-Order Cone Programming: An Application to a Discrete Location Problem with Congestion. - Jonathan Rubin, Saman Parvaneh, Asif Rahman, Bryan Conroy, Saeed Babaeizadeh:
Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings. - Jan Hendrik Rolfes, Frank Vallentin:
Covering compact metric spaces greedily. - Tongyang Li, Xiaodi Wu:
Quantum query complexity of entropy estimation. - Vinh T. Nguyen, Md Yasin Kabir, Tommy Dang:
CancerLinker: Explorations of Cancer Study Network. - Rahul G. Krishnan, Dawen Liang, Matthew D. Hoffman:
On the challenges of learning with inference networks on sparse, high-dimensional data. - Ricky Fok, Aijun An, Xiaogang Wang:
Spontaneous Symmetry Breaking in Neural Networks. - Sarah Tan, Rich Caruana, Giles Hooker, Yin Lou:
Detecting Bias in Black-Box Models Using Transparent Model Distillation. - Dmitry Vlasov:
System Description: Russell - A Logical Framework for Deductive Systems. - Atsushi Ito, Makoto Miura, Kazushi Ueda:
Projective reconstruction in algebraic vision. - Jungtaek Kim, Saehoon Kim, Seungjin Choi:
Learning to Transfer Initializations for Bayesian Hyperparameter Optimization. - Mathieu Blondel, Vivien Seguy, Antoine Rolet:
Smooth and Sparse Optimal Transport. - Yaneer Bar-Yam, Jean Langlois-Meurinne, Mari Kawakatsu, Rodolfo Garcia:
Preliminary steps toward a universal economic dynamics for monetary and fiscal policy. - Jerry Chee, Panos Toulis:
Convergence diagnostics for stochastic gradient descent with constant step size. - Rupert H. Levene, Vern I. Paulsen, Ivan G. Todorov:
Complexity and capacity bounds for quantum channels. - Suchismit Mahapatra, Varun Chandola:
S-Isomap++: Multi Manifold Learning from Streaming Data. - SueYeon Chung, Daniel D. Lee, Haim Sompolinsky:
Classification and Geometry of General Perceptual Manifolds. - Samuel S. Schoenholz, Jeffrey Pennington, Jascha Sohl-Dickstein:
A Correspondence Between Random Neural Networks and Statistical Field Theory. - Luisa Cutillo, Mirko Signorelli:
An inferential procedure for community structure validation in networks. - Mohammed Rayyan Sheriff, Debasish Chatterjee:
A complete characterization of optimal dictionaries for least squares representation. - Jonathan Scarlett, Volkan Cevher:
Phase Transitions in the Pooled Data Problem. - James P. Crutchfield:
The Origins of Computational Mechanics: A Brief Intellectual History and Several Clarifications. - Alexander T. J. Barron, Jenny Huang, Rebecca L. Spang, Simon DeDeo:
Individuals, Institutions, and Innovation in the Debates of the French Revolution. - Feras A. Saad, Vikash K. Mansinghka:
A Bayesian Nonparametric Method for Clustering Imputation, and Forecasting in Multivariate Time Series. - Yi Zhou, Yingbin Liang:
Characterization of Gradient Dominance and Regularity Conditions for Neural Networks. - Xiangru Lian, Wei Zhang, Ce Zhang, Ji Liu:
Asynchronous Decentralized Parallel Stochastic Gradient Descent. - Art B. Owen, Yury Maximov, Michael Chertkov:
Importance sampling the union of rare events with an application to power systems analysis. - Renzhi Cao, Colton Freitas, Leong Chan, Miao Sun, Haiqing Jiang, Zhangxin Chen:
ProLanGO: Protein Function Prediction Using Neural~Machine Translation Based on a Recurrent Neural Network. - Peter Georg, Daniel Richtmann, Tilo Wettig:
DD-αAMG on QPACE 3. - Byungjoon Min:
Accurate prediction of influential spreaders in complex networks via message-passing approach. - Alessio De Angelis, Johan Schoukens, Keith R. Godfrey, Paolo Carbone:
Best Linear Approximation of Wiener Systems Using Multilevel Signals: Theory and Experiments. - Sadamori Kojaku, Naoki Masuda:
Core-periphery structure requires something else in the network. - Takashi Ishida, Gang Niu, Masashi Sugiyama:
Binary Classification from Positive-Confidence Data. - Fernando Paganini, Enrique Mallada:
Global performance metrics for synchronization of heterogeneously rated power systems: The role of machine models and inertia. - Issaku Kanamori, Hideo Matsufuru:
Wilson and Domainwall Kernels on Oakforest-PACS. - Jakub Byszewski, Jakub Konieczny:
A density version of Cobham's theorem. - Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft:
Decomposition of Uncertainty for Active Learning and Reliable Reinforcement Learning in Stochastic Systems. - Yun Seong Nam, Neil J. Ross, Yuan Su, Andrew M. Childs, Dmitri Maslov:
Automated optimization of large quantum circuits with continuous parameters. - Themistoklis Melissourgos, Sotiris E. Nikoletseas, Christoforos L. Raptopoulos, Paul G. Spirakis:
Mutants and Residents with Different Connection Graphs in the Moran Process. - Tetsufumi Tanamoto, Chika Tanaka, Satoshi Takaya, Masato Koyama:
SPICE Simulation of tunnel FET aiming at 32 kHz crystal-oscillator operation. - Muneki Yasuda, Junpei Watanabe, Shun Kataoka, Kazuyuki Tanaka:
Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field. - Matthew Ragoza, Lillian Turner, David Ryan Koes:
Ligand Pose Optimization with Atomic Grid-Based Convolutional Neural Networks. - Jason D. Lee, Ioannis Panageas, Georgios Piliouras, Max Simchowitz, Michael I. Jordan, Benjamin Recht:
First-order Methods Almost Always Avoid Saddle Points. - Kazuto Fukuchi, Quang Khai Tran, Jun Sakuma:
Differentially Private Empirical Risk Minimization with Input Perturbation. - Nathan Keller, Ohad Klein:
Biased halfspaces, noise sensitivity, and relative Chernoff inequalities (extended version). - Andrés F. López-Lopera, François Bachoc, Nicolas Durrande, Olivier Roustant:
Finite-dimensional Gaussian approximation with linear inequality constraints. - Nicolas Courty, Rémi Flamary, Mélanie Ducoffe:
Learning Wasserstein Embeddings. - Robert M. Gower, Nicolas Le Roux, Francis R. Bach:
Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods. - Peter J. Ayre, Amin Coja-Oghlan, Pu Gao, Noëla Müller:
The satisfiability threshold for random linear equations. - Jun Yang, Fady Alajaji, Glen Takahara:
A Short Survey on Bounding the Union Probability using Partial Information. - Andrii Riazanov, Yury Maximov, Michael Chertkov:
Belief Propagation Min-Sum Algorithm for Generalized Min-Cost Network Flow. - Andreas Stöckel, Aaron R. Voelker, Chris Eliasmith:
Point Neurons with Conductance-Based Synapses in the Neural Engineering Framework. - Nicolás García Trillos, Zachary Kaplan, Thabo Samakhoana, Daniel Sanz-Alonso:
On the Consistency of Graph-based Bayesian Learning and the Scalability of Sampling Algorithms. - Alessandro Arlotto, Itai Gurvich:
Uniformly bounded regret in the multi-secretary problem. - Weiyang Liu, Bo Dai, Xingguo Li, James M. Rehg, Le Song:
Towards Black-box Iterative Machine Teaching. - Penghang Yin, Minh Pham, Adam M. Oberman, Stanley J. Osher:
Stochastic Backward Euler: An Implicit Gradient Descent Algorithm for k-means Clustering. - Matthew Deakin, Thomas Morstyn, Dimitra Apostolopoulou, Malcolm McCulloch:
Loss Induced Maximum Power Transfer in Distribution Networks. - Junhong Lin, Lorenzo Rosasco:
Optimal Rates for Learning with Nyström Stochastic Gradient Methods. - Sijia Liu, Jie Chen, Pin-Yu Chen, Alfred O. Hero III:
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications. - Joan Carles Pons, Charles Semple, Mike A. Steel:
Nonbinary tree-based networks: characterisations, metrics, and support trees. - Abhilash Patel, Shaunak Sen:
Non-normality can Facilitate Pulsing in Biomolecular Feedforward Loops. - Moo K. Chung, Yanli Wang, Gurong Wu:
Heat Kernel Smoothing in Irregular Image Domains. - Shiva Prasad Kasiviswanathan, Nina Narodytska, Hongxia Jin:
Deep Neural Network Approximation using Tensor Sketching. - Mark Shifrin, Hava T. Siegelmann:
Insulin Regimen ML-based control for T2DM patients. - Yongxin Chen, Tryphon T. Georgiou, Allen R. Tannenbaum:
Optimal transport for Gaussian mixture models. - Agnieszka Kowalska-Styczen, Krzysztof Malarz, Kamil Paradowski:
Searching for effective and efficient way of knowledge transfer within an organization. - Freweyni K. Teklehaymanot, Michael Muma, Abdelhak M. Zoubir:
A Novel Bayesian Cluster Enumeration Criterion for Unsupervised Learning. - Adam N. Elmachtoub, Paul Grigas:
Smart "Predict, then Optimize". - Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi:
Exploiting generalization in the subspaces for faster model-based learning. - Young Hun Jung, Ambuj Tewari:
Online Boosting Algorithms for Multi-label Ranking. - Mo Zhang, Xiang Li, Mengjia Xu, Quanzheng Li:
Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net. - Kai Puolamäki, Emilia Oikarinen, Bo Kang, Jefrey Lijffijt, Tijl De Bie:
Interactive Visual Data Exploration with Subjective Feedback: An Information-Theoretic Approach. - Georg Grasegger, Christoph Koutschan, Elias P. Tsigaridas:
Lower bounds on the number of realizations of rigid graphs. - Petr Gregor, Torsten Mütze, Jerri Nummenpalo:
A short proof of the middle levels theorem. - Thomas Epelbaum, Fabrice Gamboa, Jean-Michel Loubes, Jessica Martin:
Deep Learning applied to Road Traffic Speed forecasting. - David Ibanez-Soria, Jordi García-Ojalvo, Aureli Soria-Frisch, Giulio Ruffini:
Detection of Generalized Synchronization using Echo State Networks. - Jonas Engels, Bert Claessens, Geert Deconinck:
Combined Stochastic Optimization of Frequency Control and Self-Consumption with a Battery. - Bahram Rashidi:
A Survey on Hardware Implementations of Elliptic Curve Cryptosystems. - Jason P. Bell, Kathryn Hare, Jeffrey O. Shallit:
When is an automatic set an additive basis? - Patrick Huembeli, Alexandre Dauphin, Peter Wittek:
Adversarial Domain Adaptation for Identifying Phase Transitions. - Zachary Charles, Dimitris S. Papailiopoulos:
Stability and Generalization of Learning Algorithms that Converge to Global Optima. - William Fedus, Mihaela Rosca, Balaji Lakshminarayanan, Andrew M. Dai, Shakir Mohamed, Ian J. Goodfellow:
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step. - Benjamin Baron, Mirco Musolesi:
Interpretable Machine Learning for Privacy-Preserving IoT and Pervasive Systems. - Christopher Xie, Alex Tank, Alec Greaves-Tunnell, Emily B. Fox:
A Unified Framework for Long Range and Cold Start Forecasting of Seasonal Profiles in Time Series. - Amir Alipour-Fanid, Monireh Dabaghchian, Kai Zeng:
Platoon Stability and Safety Analysis of Cooperative Adaptive Cruise Control under Wireless Rician Fading Channels and Jamming Attacks. - Alberto Accomazzi, Michael J. Kurtz, Edwin A. Henneken, Carolyn S. Grant, Donna M. Thompson, Roman Chyla, Steven McDonald, Taylor J. Shaulis, Sergi Blanco-Cuaresma, Golnaz Shapurian, Timothy W. Hostetler, Matthew R. Templeton:
New ADS Functionality for the Curator. - Ali Heydari:
Stability Analysis of Optimal Adaptive Control using Value Iteration with Approximation Errors. - Nak-seung Patrick Hyun, Erik I. Verriest:
Optimal periodic locomotion for a two piece worm with an asymmetric dry friction model. - Eun Lee, Fariba Karimi, Hang-Hyun Jo, Markus Strohmaier, Claudia Wagner:
Homophily explains perception biases in social networks. - Sambuddha Ghosal, David Blystone, Asheesh K. Singh, Baskar Ganapathysubramanian, Arti Singh, Soumik Sarkar:
Interpretable Deep Learning applied to Plant Stress Phenotyping. - Elias Carroni, Paolo Pin, Simone Righi:
Bring your friend! Real or virtual? - Anita Liebenau, Marcin Pilipczuk:
The Erdős-Hajnal conjecture for caterpillars and their complements. - Tatsuji Kawai:
Formally continuous functions on Baire space. - Yeman Brhane Hagos, Vu H. Minh, Saed Khawaldeh, Usama Pervaiz, Tajwar Abrar Aleef:
Fast PET Scan Tumor Segmentation using Superpixels, Principal Component Analysis and K-means Clustering. - Adam Borchert, Narad Rampersad:
Permutation complexity of images of Sturmian words by marked morphisms. - Yunchuan Kong, Xiaodan Fan:
A Bayesian Method for Joint Clustering of Vectorial Data and Network Data. - Assaf Naor, Gilles Pisier, Gideon Schechtman:
Impossibility of dimension reduction in the nuclear norm. - Hoi-To Wai, Wei Shi, Angelia Nedic, Anna Scaglione:
Curvature-aided Incremental Aggregated Gradient Method. - Junyao Guo, Gabriela Hug, Ozan K. Tonguz:
Asynchronous ADMM for Distributed Non-Convex Optimization in Power Systems. - Patrick O. Perry, Kenneth Benoit:
Scaling Text with the Class Affinity Model. - Christopher Griffin, James Fan:
Control Problems with Vanishing Lie Bracket Arising from Complete Odd Circulant Evolutionary Games. - Amin Barzegar, Christopher Pattison, Wenlong Wang, Helmut G. Katzgraber:
Optimization of population annealing Monte Carlo for large-scale spin-glass simulations. - Armen E. Allahverdyan, Aram Galstyan:
Emergence of Leadership in Communication. - Mark Bun, Robin Kothari, Justin Thaler:
The Polynomial Method Strikes Back: Tight Quantum Query Bounds via Dual Polynomials. - David Brander, Jakob Andreas Bærentzen, Ann-Sofie Fisker, Jens Gravesen:
Bézier curves that are close to elastica. - Tolga Ergen, Ali Hassan Mirza, Suleyman Serdar Kozat:
Unsupervised and Semi-supervised Anomaly Detection with LSTM Neural Networks. - B. K. Das, Sudipta Mukhopadhyay, Mrityunjoy Chakraborty:
Convergence Analysis of l0-RLS Adaptive Filter. - Randall Balestriero, Richard G. Baraniuk:
Adaptive Partitioning Spline Neural Networks: Template Matching, Memorization, Inhibitor Connections, Inversion, Semi-Sup, Topology Search. - Alessandro Bay, Biswa Sengupta:
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks. - Peter A. Boyle, Michael A. Clark, Carleton DeTar, Meifeng Lin, Verinder S. Rana, Alejandro Vaquero Avilés Casco:
Performance Portability Strategies for Grid C++ Expression Templates. - Prateek Jain, Sham M. Kakade, Rahul Kidambi, Praneeth Netrapalli, Venkata Krishna Pillutla, Aaron Sidford:
A Markov Chain Theory Approach to Characterizing the Minimax Optimality of Stochastic Gradient Descent (for Least Squares). - Edward Raff, Jon Barker, Jared Sylvester, Robert Brandon, Bryan Catanzaro, Charles K. Nicholas:
Malware Detection by Eating a Whole EXE. - Mingrui Liu, Tianbao Yang:
Stochastic Non-convex Optimization with Strong High Probability Second-order Convergence. - Itay Kavaler, Rann Smorodinsky:
On Comparison Of Experts. - Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry:
Representation Learning in Large Attributed Graphs. - Maria Kleshnina, Jerzy A. Filar, Vladimir Ejov, Jody C. McKerral:
Evolutionary games under incompetence. - Shusen Liu, Xin Wang, Li Zhou, Ji Guan, Yinan Li, Yang He, Runyao Duan, Mingsheng Ying:
Q|SI〉: A Quantum Programming Environment. - Shane T. Barratt:
InterpNET: Neural Introspection for Interpretable Deep Learning. - Liu Liu, Ji Liu, Dacheng Tao:
Duality-free Methods for Stochastic Composition Optimization. - Rajiv Sambasivan, Sourish Das:
Big Data Classification Using Augmented Decision Trees. - Takashi Shinozaki:
Biologically Inspired Feedforward Supervised Learning for Deep Self-Organizing Map Networks. - Zichao Long, Yiping Lu, Xianzhong Ma, Bin Dong:
PDE-Net: Learning PDEs from Data. - Vladimir A. Bondarenko, Andrei V. Nikolaev, Dzhambolet Shovgenov:
1-skeletons of the spanning tree problems with additional constraints. - Mostafa Medra, Yongwei Huang, Timothy N. Davidson:
Offset-Based Beamforming: A New Approach to Robust Downlink Transmission. - Carlo Baldassi, Federica Gerace, Hilbert J. Kappen, Carlo Lucibello, Luca Saglietti, Enzo Tartaglione, Riccardo Zecchina:
On the role of synaptic stochasticity in training low-precision neural networks. - Guilherme França, Joshua T. Vogelstein:
Energy Clustering. - Emil Jerábek:
Recursive functions and existentially closed structures. - Ian Petrow:
Bounds for traces of Hecke operators and applications to modular and elliptic curves over a finite field. - Elias S. Manolakos, Elias Kouskoumvekakis:
StochSoCs: High performance biocomputing simulations for large scale Systems Biology. - Michalis Ramp, Evangelos Papadopoulos:
Global analysis of a geometric PDAV controller by means of coordinate-free linearization. - Di He, Boon Pang Lim, Xuesong Yang, Mark Hasegawa-Johnson, Deming Chen:
Acoustic Landmarks Contain More Information About the Phone String than Other Frames. - Zdenek Dvorák:
On distance r-dominating and 2r-independent sets in sparse graphs. - Soroosh Shafieezadeh-Abadeh, Daniel Kuhn, Peyman Mohajerin Esfahani:
Regularization via Mass Transportation. - Laurent Bartholdi, Ivan Mitrofanov:
The word and order problems for self-similar and automata groups. - Anthony Bonato, Nancy E. Clarke, Danielle Cox, Stephen Finbow, Fionn Mc Inerney, Margaret-Ellen Messinger:
Hyperopic Cops and Robbers. - Zachary E. Nelson, Enrique Mallada:
An integral quadratic constraint framework for real-time steady-state optimization of linear time-invariant systems. - Paolo Pistone:
Polymorphism and the obstinate circularity of second order logic: a victims' tale. - Salil Samant, Shiv Dutt Joshi:
Unified Functorial Signal Representation III: Foundations, Redundancy, L0 and L2 functors. - Mark M. Wilde:
Optimized quantum f-divergences and data processing. - Michael Gabbay, Zane Kelly, Justin Reedy, John Gastil:
Rhetorically-Induced Group Polarization in Small Opinion Networks. - Naman Agarwal, Elad Hazan:
Lower Bounds for Higher-Order Convex Optimization. - Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou:
Similarity-based Multi-label Learning. - Kevin K. H. Cheung, Patrick D. Girardet:
Improved approximation of layout problems on random graphs. - Daniel Soudry, Elad Hoffer, Nathan Srebro:
The Implicit Bias of Gradient Descent on Separable Data. - Bo Chang, Lili Meng, Eldad Haber, Frederick Tung, David Begert:
Multi-level Residual Networks from Dynamical Systems View. - Oliver Hennigh:
Automated Design using Neural Networks and Gradient Descent. - Jeff Calder:
Consistency of Lipschitz learning with infinite unlabeled data and finite labeled data. - Qinghua Liu, Yao Xie:
Fully Distributed Multi-sensor Change-point Detection. - Cheng Mao, Jonathan Weed, Philippe Rigollet:
Minimax Rates and Efficient Algorithms for Noisy Sorting. - Jinglin Chen, Jian Peng, Qiang Liu:
Efficient Localized Inference for Large Graphical Models. - Shoufeng Lin:
Jointly Tracking and Separating Speech Sources Using Multiple Features and the generalized labeled multi-Bernoulli Framework. - Stephan Antholzer, Christoph Wolf, Michael Sandbichler, Markus Dielacher, Markus Haltmeier:
A Framework for Compressive Time-of-Flight 3D Sensing. - Li Wan, Quan Wang, Alan Papir, Ignacio López-Moreno:
Generalized End-to-End Loss for Speaker Verification. - Quan Wang, Carlton Downey, Li Wan, Philip Andrew Mansfield, Ignacio López-Moreno:
Speaker Diarization with LSTM. - F. A. Rezaur Rahman Chowdhury, Quan Wang, Ignacio López-Moreno, Li Wan:
Attention-Based Models for Text-Dependent Speaker Verification. - Shixiang Zhu, Yao Xie:
Crime incidents embedding using restricted Boltzmann machines. - Amirata Ghorbani, Abubakar Abid, James Y. Zou:
Interpretation of Neural Networks is Fragile. - Dongoo Lee, Jaemyung Ahn:
Vehicle Routing Problem with Vector Profits (VRPVP) with Max-Min Criterion. - Yining Wang, Simon S. Du, Sivaraman Balakrishnan, Aarti Singh:
Stochastic Zeroth-order Optimization in High Dimensions. - Jianfei Chen, Jun Zhu:
Stochastic Training of Graph Convolutional Networks. - Aman Sinha, Hongseok Namkoong, John C. Duchi:
Certifiable Distributional Robustness with Principled Adversarial Training. - Cuong V. Nguyen, Yingzhen Li, Thang D. Bui, Richard E. Turner:
Variational Continual Learning. - Stefan Doerr, Igor Ariz, Matthew J. Harvey, Gianni De Fabritiis:
Dimensionality reduction methods for molecular simulations. - Heinrich Jiang:
On the Consistency of Quick Shift. - Anna C. Gilbert, Lalit Jain:
If it ain't broke, don't fix it: Sparse metric repair. - Alireza Bagheri, Osvaldo Simeone, Bipin Rajendran:
Training Probabilistic Spiking Neural Networks with First-to-spike Decoding. - Chengyu Liu, Wei Wang:
Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data. - Yash Sharma, Pin-Yu Chen:
Attacking the Madry Defense Model with L1-based Adversarial Examples. - Nicolas Loizou, Peter Richtárik:
Linearly convergent stochastic heavy ball method for minimizing generalization error. - Dustin Tran, David M. Blei:
Implicit Causal Models for Genome-wide Association Studies. - Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick:
Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning. - Melanie Weber, Suvrit Sra:
Frank-Wolfe methods for geodesically convex optimization with application to the matrix geometric mean. - Soheil Feizi, Changho Suh, Fei Xia, David Tse:
Understanding GANs: the LQG Setting. - Lang-Chi Yu, Yi-Hsuan Yang, Yun-Ning Hung, Yi-An Chen:
Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss. - Tadashi Kozuno, Eiji Uchibe, Kenji Doya:
Unifying Value Iteration, Advantage Learning, and Dynamic Policy Programming. - Armand Joulin, Edouard Grave, Piotr Bojanowski, Maximilian Nickel, Tomás Mikolov:
Fast Linear Model for Knowledge Graph Embeddings. - Petar Velickovic, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio:
Graph Attention Networks. - Marc Bezem, Thierry Coquand, Simon Huber:
The univalence axiom in cubical sets. - Matteo Serafino, Andrea Gabrielli, Guido Caldarelli, Giulio Cimini:
Statistical validation of financial time series via visibility graph. - Niels Chr. Overgaard:
On the Taut String Interpretation of the One-dimensional Rudin-Osher-Fatemi Model: A New Proof, a Fundamental Estimate and Some Applications. - Carl P. Dettmann:
Isolation and connectivity in random geometric graphs with self-similar intensity measures. - Dmitrij Schlesinger:
A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models. - Yining Wang:
Convergence Rates of Latent Topic Models Under Relaxed Identifiability Conditions. - Jean-Pierre Magnot:
A mathematical bridge between discretized gauge theories in quantum physics and approximate reasoning in pairwise comparisons. - Hyomin Choi, Ivan V. Bajic:
High efficiency compression for object detection. - Vedran Dunjko, Yi-Kai Liu, Xingyao Wu, Jacob M. Taylor:
Super-polynomial separations for quantum-enhanced reinforcement learning. - Hao Liu, Yihao Feng, Yi Mao, Dengyong Zhou, Jian Peng, Qiang Liu:
Sample-efficient Policy Optimization with Stein Control Variate. - Yi Zhou, Yingbin Liang:
Critical Points of Neural Networks: Analytical Forms and Landscape Properties. - Christoph Wehmeyer, Frank Noé:
Time-lagged autoencoders: Deep learning of slow collective variables for molecular kinetics. - Tung Mai, Ioannis Panageas, Will Ratcliff, Vijay V. Vazirani, Peter Yunker:
Rock-Paper-Scissors, Differential Games and Biological Diversity. - Anderson Y. Zhang, Harrison H. Zhou:
Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection. - Boris Hanin, Mark Sellke:
Approximating Continuous Functions by ReLU Nets of Minimal Width. - Dong Xia, Ming Yuan:
Tensor Sketching: Sparsification and Rank-One Projection. - Morteza Noshad Iranzad, Alfred O. Hero III:
Rate-optimal Meta Learning of Classification Error. - Kanru Hua:
Nebula: F0 Estimation and Voicing Detection by Modeling the Statistical Properties of Feature Extractors. - Adam Stager, Luke Bhan, Andreas A. Malikopoulos, Liuhui Zhao:
A Scaled Smart City for Experimental Validation of Connected and Automated Vehicles. - Arthur Mensch, Julien Mairal, Danilo Bzdok, Bertrand Thirion, Gaël Varoquaux:
Learning Neural Representations of Human Cognition across Many fMRI Studies. - Christina Heinze-Deml, Nicolai Meinshausen:
Guarding Against Adversarial Domain Shifts with Counterfactual Regularization. - Natalia Ponomareva, Thomas Colthurst, Gilbert Hendry, Salem Haykal, Soroush Radpour:
Compact Multi-Class Boosted Trees. - Natalia Ponomareva, Soroush Radpour, Gilbert Hendry, Salem Haykal, Thomas Colthurst, Petr Mitrichev, Alexander Grushetsky:
TF Boosted Trees: A scalable TensorFlow based framework for gradient boosting. - Casey Kneale, Steven D. Brown:
Partial Least Squares Random Forest Ensemble Regression as a Soft Sensor. - Mark Neyrinck, Johan Hidding, Marina Konstantatou, Rien van de Weygaert:
The cosmic spiderweb: equivalence of cosmic, architectural, and origami tessellations. - Andrey Kupavskii:
Structure and properties of large intersecting families. - Michael T. McCann, Kyong Hwan Jin, Michael Unser:
A Review of Convolutional Neural Networks for Inverse Problems in Imaging. - Divesh Aggarwal, Kai-Min Chung, Han-Hsuan Lin, Thomas Vidick:
A Quantum-Proof Non-Malleable Extractor, With Application to Privacy Amplification against Active Quantum Adversaries. - Haoyu Fu, Yuejie Chi:
Quantized Spectral Compressed Sensing: Cramer-Rao Bounds and Recovery Algorithms. - Marco Todescato, Nicoletta Bof, Guido Cavraro, Ruggero Carli, Luca Schenato:
Generalized gradient optimization over lossy networks for partition-based estimation.
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