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IJCNN 2020: Glasgow, UK
- 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020. IEEE 2020, ISBN 978-1-7281-6926-2
- Stanislaw J. Purgal:
Improving Expressivity of Graph Neural Networks. 1-7 - Xinyue Liang, Alireza M. Javid, Mikael Skoglund, Saikat Chatterjee:
A Low Complexity Decentralized Neural Net with Centralized Equivalence using Layer-wise Learning. 1-8 - Gitesh Dawer, Yangzi Guo, Adrian Barbu:
Generating Compact Tree Ensembles via Annealing. 1-8 - Celso A. M. Lopes Junior, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra
, Bruno José Torres Fernandes, Donato Impedovo:
FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation. 1-7 - Ying Chen, Jingwei Zheng, Dagang Li:
Sparse Attributed Network Embedding via Adaptively Aggregating Neighborhood Information. 1-8 - Julio J. Valdés, Ljubomir Nikolic, Simone Disabato
, Manuel Roveri
:
A Computational Intelligence Characterization of Solar Magnetograms. 1-8 - Daniele Castellana
, Davide Bacciu:
Generalising Recursive Neural Models by Tensor Decomposition. 1-8 - Indu John, Shalabh Bhatnagar
:
Deep Reinforcement Learning with Successive Over-Relaxation and its Application in Autoscaling Cloud Resources. 1-6 - Tomoyuki Togawa, Toshimichi Saito:
Connection Sparsification and Orbit Stabilization of Dynamic Binary Neural Networks based on Multiobjective Evolutionary Algorithms. 1-6 - Samuel Spillane, Kristopher H. Jung, Kate Bowers, Ture Peken, Michael M. Marefat, Tamal Bose:
Machine Learning Based MIMO Equalizer for High Frequency (HF) Communications. 1-8 - Jianjun Zhang, Ting Wang
, Wing W. Y. Ng
, Witold Pedrycz, Shuai Zhang, Chris D. Nugent:
Minority Oversampling Using Sensitivity. 1-7 - Victor Henrique Alves Ribeiro
, Pedro H. L. S. P. Domingues, Paulo Rodrigo Cavalin, Gilberto Reynoso-Meza, Helon Vicente Hultmann Ayala, Luís Fernando Alzuguir Azevedo:
Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines. 1-8 - Hao Cheng, Kaijie Wu, Kai Ma, Jie Tian, Rui Xu, Chaochen Gu, Xinping Guan:
Double Attention for Pathology Image Diagnosis Network with Visual Interpretability. 1-8 - Amrut Sekhar Panda, Ravi Prakash
, Laxmidhar Behera
, Ashish Dutta:
Combined Online and Offline Inverse Dynamics Learning for a Robot Manipulator. 1-7 - Siyuan Chen, Julien Epps:
Multimodal Event-based Task Load Estimation from Wearables. 1-9 - Jiayin Lin, Zhexuan Zhou, Geng Sun, Jun Shen
, David Pritchard, Tingru Cui, Dongming Xu, Li Li, Ghassan Beydoun
:
Deep Sequence Labelling Model for Information Extraction in Micro Learning Service. 1-10 - Iana Sereda
, Sergey Alekseev, Aleksandra Koneva, Alexey Khorkin, Grigory V. Osipov:
Problems of representation of electrocardiograms in convolutional neural networks. 1-6 - Abdulrahman Altahhan:
True Online TD(λ)-Replay An Efficient Model-free Planning with Full Replay. 1-7 - Yong Yu, Haina Tang, Fei Wang, Lin Wu, Tangwen Qian, Tao Sun, Yongjun Xu:
TULSN: Siamese Network for Trajectory-user Linking. 1-8 - Meng Cao
, Xiying Ma, Kai Zhu, Ming Xu, Chongjun Wang:
Heterogeneous Information Network Embedding with Convolutional Graph Attention Networks. 1-8 - Dong Chen, Miaomiao Cheng, Chen Min, Liping Jing:
Unsupervised Deep Imputed Hashing for Partial Cross-modal Retrieval. 1-8 - Amina Asif
, Fayyaz ul Amir Afsar Minhas
:
Generalized Neural Framework for Learning with Rejection. 1-8 - Zhenlin Fan, Guoqiang Zhong, Hongxu Wei, Haitao Li:
EDNet: A Mesoscale Eddy Detection Network with Multi-Modal Data. 1-7 - Nan Zhou, Wenjian Luo, Xin Lin, Peilan Xu
, Zhenya Zhang
:
Generating Multi-label Adversarial Examples by Linear Programming. 1-8 - Ricardo Cardoso Pereira
, Pedro Henriques Abreu
, Pedro Pereira Rodrigues
:
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data. 1-7 - Mun Kit Ho, Sivanagaraja Tatinati, Andy W. H. Khong:
Distilling Essence of a Question: A Hierarchical Architecture for Question Quality in Community Question Answering Sites. 1-7 - Manuel Baltieri:
A Bayesian perspective on classical control. 1-8 - Linshan Shen, Shaobin Huang, Xiangke Mao:
A reputation-enhanced model for trust-based collaborative filtering recommender system. 1-7 - Shaeke Salman, Canlin Zhang, Xiuwen Liu, Washington Mio:
Towards Quantifying Intrinsic Generalization of Deep ReLU Networks. 1-9 - Zishan Ahmad
, Mukuntha N. S., Asif Ekbal, Pushpak Bhattacharyya:
Tweet to News Conversion: An Investigation into Unsupervised Controllable Text Generation. 1-8 - Karliane M. O. Vale
, Flavius L. Gorgônio
, Yago N. Araújo, Arthur C. Gorgônio
, Anne Magály de Paula Canuto:
A Co-Training-based Algorithm Using Confidence Values to Select Instances. 1-7 - Pravendra Singh
, Pratik Mazumder
, Vinay P. Namboodiri
:
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution. 1-8 - Soha A. Nossier, Julie A. Wall
, Mansour Moniri, Cornelius Glackin, Nigel Cannings:
Mapping and Masking Targets Comparison using Different Deep Learning based Speech Enhancement Architectures. 1-8 - Fayez Alharbi, Lahcen Ouarbya, Jamie A. Ward:
Synthetic Sensor Data for Human Activity Recognition. 1-9 - Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina
, Andrey Golanov
, Alexandra Dalechina, Mikhail Belyaev:
Multidomain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting. 1-6 - Mohammed Bany Muhammad, Mohammed Yeasin:
Eigen-CAM: Class Activation Map using Principal Components. 1-7 - Florian Mirus, Terrence C. Stewart, Jörg Conradt:
The Importance of Balanced Data Sets: Analyzing a Vehicle Trajectory Prediction Model based on Neural Networks and Distributed Representations. 1-8 - Sheng Wei Pang, Chai Quek
, Dilip K. Prasad:
GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism For Fuzzy Neural Networks. 1-8 - Paulo Lacerda
, José González, Nazareth Rocha, Flávio Luiz Seixas, Célio Albuquerque
, Esteban Clua, Aura Conci:
A Parallel Method for Anatomical Structure Segmentation based on 3D Seeded Region Growing. 1-6 - Varun Bhatt, Shrivastava Shalini
, Tanmay Chavan, Udayan Ganguly:
Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. 1-8 - Zhong-Qiu Zhao, Yue-Lin Sun, Nan-Xun Wang, Weidong Tian:
Extricating from GroundTruth: An Unpaired Learning Based Evaluation Metric for Image Captioning. 1-8 - Yuxuan Sun
, Keying Chen, Lin Sun, Chenlu Hu:
Attention-based Deep Learning Model for Text Readability Evaluation. 1-8 - Yi Han, David Hubczenko, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Benjamin I. P. Rubinstein
, Christopher Leckie, Tansu Alpcan, Sarah M. Erfani:
Adversarial Reinforcement Learning under Partial Observability in Autonomous Computer Network Defence. 1-8 - Zhen Wang, Qiansheng Wang, Chengguo Lv, Xue Cao, Guohong Fu:
Unseen Target Stance Detection with Adversarial Domain Generalization. 1-8 - Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma:
Object Detection by Integrating Scene-Level Semantic Information and Border Regression Reinforcement. 1-8 - Wei Hong Chin, Nuo Wi Noel Tay, Naoyuki Kubota, Chu Kiong Loo:
A Lightweight Neural-Net with Assistive Mobile Robot for Human Fall Detection System. 1-6 - Mario I. Chacon Murguia, Eduardo Rivas-Posada
:
Feature Extraction Evaluation for Two Motor Imagery Recognition Based on Common Spatial Patterns, Time-Frequency Transformations and SVM. 1-7 - Paula Carroll:
Exploring Smart Grid Time-of-Use Tariffs using a Robust Optimisation Framework. 1-6 - Eduardo Castro
, José Costa Pereira, Jaime S. Cardoso
:
Soft Rotation Equivariant Convolutional Neural Networks. 1-8 - Jun Niu:
End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural Network. 1-8 - Jinwei Xing
, Xinyun Zou
, Jeffrey L. Krichmar:
Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. 1-8 - Azzeddine Rachid Benaissa
, Azza Harbaoui, Henda Hajjami Ben Ghézala
:
Classification of Cyberbullying Text in Arabic. 1-7 - Chandresh S. Kanani, Sriparna Saha, Pushpak Bhattacharyya:
Improving Diversity and Reducing Redundancy in Paragraph Captions. 1-8 - Maksim Podkorytov
, Daniel Bis, Jinglun Cai, Kobra Amirizirtol, Xiuwen Liu:
Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT. 1-8 - Joohi Chauhan
, Puneet Goyal:
Deep Learning based fully automatic efficient Burn Severity Estimators for better Burn Diagnosis. 1-8 - Zezheng Zhang, Matloob Khushi
:
GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading. 1-8 - Johny Moreira, Chaina Oliveira, David L. Macêdo
, Cleber Zanchettin, Luciano Barbosa:
Distantly-Supervised Neural Relation Extraction with Side Information using BERT. 1-7 - Zijia Zhang
, Yaoming Cai
, Wenyin Gong, Xiaobo Liu, Zhihua Cai:
Graph Convolutional Extreme Learning Machine. 1-8 - Alexis Juven, Xavier Hinaut:
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling. 1-8 - Nozomu Ohta, Shin Kawai, Hajime Nobuhara:
Analysis and Learning of Capsule Networks Robust for Small Image Deformation. 1-7 - Emna Amri, Alexandre Benoît, Philippe Bolon, Véronique Miegebielle, Bruno Conche, Georges Oppenheim:
Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model. 1-8 - Oleg A. Kuzenkov, Andrew Morozov, Galina Kuzenkova:
Machine learning evaluating evolutionary fitness in complex biological systems. 1-7 - Daniele M. Papetti
, Simone Spolaor
, Daniela Besozzi, Paolo Cazzaniga, Marco Antoniotti, Marco S. Nobile:
On the automatic calibration of fully analogical spiking neuromorphic chips. 1-8 - Aleksandra Maria Osowska-Kurczab
, Tomasz Markiewicz
, Miroslaw Dziekiewicz, Malgorzata Lorent:
Textural and deep learning methods in recognition of renal cancer types based on CT images. 1-8 - István Megyeri, István Hegedüs, Márk Jelasity
:
Adversarial Robustness of Model Sets. 1-8 - Sergey V. Sidorov
, Nikolai Yu. Zolotykh
:
Linear and Fisher Separability of Random Points in the d-dimensional Spherical Layer. 1-6 - Abbas Raza Ali:
Multi-Dialect Arabic Speech Recognition. 1-7 - Matthias Rottmann
, Pascal Colling, Thomas-Paul Hack, Robin Chan
, Fabian Hüger, Peter Schlicht, Hanno Gottschalk:
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities. 1-9 - Luca Verderame, Davide Caputo
, Andrea Romdhana
, Alessio Merlo:
On the (Un)Reliability of Privacy Policies in Android Apps. 1-9 - Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. 1-8 - Yifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi:
Capsule Deep Generative Model That Forms Parse Trees. 1-8 - Kaige Wang, Qingyu Xiong, Chao Wu, Min Gao
, Yang Yu:
Multi-modal cyberbullying detection on social networks. 1-8 - Virgínia Xavier Nunes, Aldísio Gonçalves Medeiros, Francisco H. S. Silva
, Gabriel Maia Bezerra, Pedro P. R. Filho:
Adaptive Level Set with region analysis via Mask R-CNN: A comparison against classical methods. 1-8 - Sanjana Sinha
, Sandika Biswas, Brojeshwar Bhowmick:
Identity-Preserving Realistic Talking Face Generation. 1-10 - Anmol Bhasin, Gaurav Mathur, Promod Yenigalla, Bharatram S. Natarajan:
Phoneme based Domain Prediction for Language Model Adaptation. 1-6 - Jen-Tzung Chien
, Chih-Jung Tsai:
Amortized Mixture Prior for Variational Sequence Generation. 1-6 - Dehua Chen, Amir Jalilifard, Adriano Veloso
, Nivio Ziviani:
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. 1-7 - Stefan Duffner, Christophe Garcia:
Multiple Instance Learning for Training Neural Networks under Label Noise. 1-7 - Guan-Ru Huang, Tien-Ruey Hsiang:
A Simplified Deep Network Architecture on Optic Cup and Disc Segmentation. 1-7 - Daniel Gibert
, Carles Mateu
, Jordi Planes:
Orthrus: A Bimodal Learning Architecture for Malware Classification. 1-8 - Yun Long, Edward Lee, Daehyun Kim, Saibal Mukhopadhyay:
Flex-PIM: A Ferroelectric FET based Vector Matrix Multiplication Engine with Dynamical Bitwidth and Floating Point Precision. 1-8 - Yundong Li, Chen Lin, Wei Hu, Han Dong:
Improving Feature's Capability of Carrying Category-specific Information for Adversarial Domain Adaptation. 1-8 - Daniele Salvati
, Carlo Drioli, Gian Luca Foresti:
Two-Microphone End-to-End Speaker Joint Identification and Localization Via Convolutional Neural Networks. 1-6 - Shiori Kuramoto, Hideyuki Sawada, Pitoyo Hartono:
Visualization of topographical internal representation of learning robots. 1-7 - Purbaditya Bhattacharya, Udo Zölzer:
Convolutional Neural Network with Inception Blocks for Image Compression Artifact Reduction. 1-8 - Matthia Sabatelli, Gilles Louppe
, Pierre Geurts, Marco A. Wiering:
The Deep Quality-Value Family of Deep Reinforcement Learning Algorithms. 1-8 - Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He
:
DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. 1-8 - Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros
:
Component Analysis for Visual Question Answering Architectures. 1-8 - César Montenegro, Roberto Santana, José Antonio Lozano:
Transfer learning in hierarchical dialogue topic classification with neural networks*. 1-8 - Arun M. George
, Dighanchal Banerjee, Sounak Dey, Arijit Mukherjee
, P. Balamurali:
A Reservoir-based Convolutional Spiking Neural Network for Gesture Recognition from DVS Input. 1-9 - Huaming Chen, Yaochu Jin
, Lei Wang, Chi-Hung Chi, Jun Shen
:
HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. 1-8 - Essam Soliman Debie, Nour Moustafa
, Monica T. Whitty
:
A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain Signals. 1-8 - Raghu Yelugam, Leonardo Enzo Brito da Silva
, Donald C. Wunsch
:
TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. 1-8 - André G. C. Pacheco, Thomas Trappenberg
, Renato A. Krohling:
Learning dynamic weights for an ensemble of deep models applied to medical imaging classification. 1-8 - Daisuke Kaji, Kazuho Watanabe
, Masahiro Kobayashi
:
Multi-Decoder RNN Autoencoder Based on Variational Bayes Method. 1-8 - Lei Sha
, Chen Shi, Qi Chen, Lintao Zhang, Houfeng Wang:
Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network. 1-8 - Ananya Gupta, Simon Watson
, Hujun Yin:
3D Point Cloud Feature Explanations Using Gradient-Based Methods. 1-8 - Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado:
Using Autoencoders for Anomaly Detection in Hard Disk Drives. 1-7 - Luca Baldini
, Alessio Martino
, Antonello Rizzi:
Exploiting Cliques for Granular Computing-based Graph Classification. 1-9 - Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva
, Cristiane Canton, Naylene Fraccanabbia, Viviana Cocco Mariani
, Leandro dos Santos Coelho
:
Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases. 1-8 - Máté Mohácsi, Márk Patrik Török, Sára Sáray, Szabolcs Káli:
A unified framework for the application and evaluation of different methods for neural parameter optimization. 1-7 - Stanislaw Osowski, Lukasz Sierenski:
Prediction of Customer Status in Corporate Banking Using Neural Networks. 1-6 - Nicole Hallett, Kai Yi, Josef Dick, Christopher Hodge, Gerard Sutton, Yu Guang Wang, Jingjing You
:
Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus. 1-7 - Pedro H. M. Braga, Heitor R. Medeiros, Hansenclever F. Bassani:
Deep Categorization with Semi-Supervised Self-Organizing Maps. 1-7 - Amir Aminifar:
Universal Adversarial Perturbations in Epileptic Seizure Detection. 1-6 - Motoshi Abe, Jun'ichi Miyao, Takio Kurita
:
Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network. 1-8 - Japa Sai Sharath, Banafsheh Rekabdar:
Question Answering over Knowledge Base using Language Model Embeddings. 1-8 - Louis Annabi, Alexandre Pitti, Mathias Quoy:
Autonomous learning and chaining of motor primitives using the Free Energy Principle. 1-8 - Huajie Wang, Lei Chen, Mei Li, Mengnan Chen:
GuideSQL: Utilizing Tables to Guide the Prediction of Columns for Text-to-SQL Generation. 1-7 - Danilo Coura Moreira, Eanes Torres Pereira, Marco Álvarez:
PEDA 376K: A Novel Dataset for Deep-Learning Based Porn-Detectors. 1-8 - Sreejita Ghosh
, Peter Tiño, Kerstin Bunte
:
Visualisation and knowledge discovery from interpretable models. 1-8 - Wentao Zhang
, Hao Cheng, Jun Gan:
MUNet: A Multi-scale U-Net Framework for Medical Image Segmentation. 1-7 - Giulia Serafini, Ping Yi, Qingquan Zhang, Marco Brambilla
, Jiayue Wang, Yiwei Hu, Beibei Li:
Sentiment-Driven Price Prediction of the Bitcoin based on Statistical and Deep Learning Approaches. 1-8 - Takenori Obo
, Ryoya Hase, Kohei Kobayashi, Kotaro Sueta, Takeru Nakano, Duk Shin:
Cognitive Modeling Based on Perceiving-Acting Cycle in Robotic Avatar System for Disabled Patients. 1-6 - Jiajia Liu, Hongning Dai
, Bo Li, Gaozhong Tang:
Distance-Guided Mask Propagation Model for Efficient Video Object Segmentation. 1-8 - Weslley L. Caldas, João P. V. Madeiro, César Lincoln C. Mattos, João Paulo Pordeus Gomes:
A New Methodology for Classifying QRS Morphology in ECG Signals. 1-9 - Alexander Rast, Mahyar Shahsavari
, Graeme M. Bragg
, Mark Vousden, David B. Thomas
, Andrew D. Brown:
A Hardware/Application Overlay Model for Large-Scale Neuromorphic Simulation. 1-9 - Xuejie Zhang, Samarth Agarwal, Ruth Choy, Kay Jan Wong, Lecia Lim
, Ying Yang Lee, John Jianan Lu:
Personalized Digital Customer Services for Consumer Banking Call Centre using Neural Networks. 1-7 - Peyman Rasouli, Ingrid Chieh Yu:
EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation. 1-9 - Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo
, Byron Leite Dantas Bezerra
, Cleber Zanchettin:
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. 1-6 - Boxin Li, Tingwen Liu
, Bin Wang, Lihong Wang:
Label Noise Robust Curriculum for Deep Paraphrase Identification. 1-8 - Zezhou Chen, Irena Koprinska:
Ensemble Methods for Solar Power Forecasting. 1-8 - Rafal Grycuk
, Rafal Scherer
:
Novel Fast Binary Hash for Content-based Solar Image Retrieval. 1-7 - Quanbin Wang, Ying Tan
:
Grammatical Error Detection with Self Attention by Pairwise Training. 1-7 - Dongfang Liu, Yiming Cui, Zhiwen Cao, Yingjie Victor Chen:
A Large-scale Simulation Dataset: Boost the Detection Accuracy for Special Weather Conditions. 1-8 - Hangyu Xia, Neng Gao, Jia Peng, Jingjie Mo, Jiong Wang:
Binarized Attributed Network Embedding via Neural Networks. 1-8 - Nhan Dam, Trung Le, Viet Huynh, Dinh Phung
:
Stein Variational Gradient Descent with Variance Reduction. 1-8 - Pei Huo, Yan Yang
, Jie Zhou, Chengcai Chen
, Liang He:
TERG: Topic-Aware Emotional Response Generation for Chatbot. 1-8 - Linshu Ouyang, Yongzheng Zhang, Yipeng Wang:
Unified Graph Embedding-Based Anomalous Edge Detection. 1-8 - Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier
, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller:
Neural Architecture Search for Time Series Classification. 1-8 - Wanyu Zhao, Bairong Li, Qinghua Gu, Yuesheng Zhu:
Improved Hierarchical Clustering with Non-locally Enhanced Features for Unsupervised Person Re-identification. 1-8 - Claudio Gallicchio, Alessio Micheli
:
Ring Reservoir Neural Networks for Graphs. 1-7 - Rohollah Moghadam, Pappa Natarajan
, Raghavan Krishnan, Sarangapani Jagannathan:
Online Optimal Adaptive Control of a Class of Uncertain Nonlinear Discrete-time Systems. 1-6 - Achyut Mani Tripathi, Rashmi Dutta Baruah:
Multivariate Time Series Classification With An Attention-Based Multivariate Convolutional Neural Network. 1-8 - Anna Sergeevna Bosman
, Andries P. Engelbrecht, Mardé Helbig
:
Loss Surface Modality of Feed-Forward Neural Network Architectures. 1-8 - Alejandro Barredo Arrieta, Javier Del Ser
:
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. 1-7 - Yingda Guan, Zuochang Ye, Yan Wang:
Object Detection with Extended Attention and Spatial Information. 1-8 - Kleanthis Malialis
, Christos G. Panayiotou, Marios M. Polycarpou:
Data-efficient Online Classification with Siamese Networks and Active Learning. 1-7 - Md. Sultan Mahmud, Faruk Ahmed, Mohammed Yeasin, Claude Alain, Gavin M. Bidelman:
Multivariate Models for Decoding Hearing Impairment using EEG Gamma-Band Power Spectral Density. 1-7 - Taghreed Alqaisi, Alexandros Komninos, Simon O'Keefe
:
Dependency Based Bilingual word Embeddings without word alignment. 1-6 - Hui Shi, Wei Ma, Xiaoliang Zhang, Junyan Jiang, Yanbing Liu, Shujuan Chen:
A Hybrid Paper Recommendation Method by Using Heterogeneous Graph and Metadata. 1-8 - Samuele Cornell, Emanuele Principi, Stefano Squartini
:
A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement. 1-8 - Wanting Zhao, Hao Xu
, Wenzhuo Huang, Jinkui Xie:
Higher-Order Heterogeneous Graph Convolutional Network Based on Meta-Paths. 1-8 - Pierre Lewden
, Adrien F. Vincent, Charly Meyer, Jean Tomas, Sylvain Saïghi:
Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules. 1-8 - Amirreza Salamat, Xiao Luo, Ali Jafari:
BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for Networks. 1-8 - Gianluca Bontempi:
Learning causal dependencies in large-variate time series. 1-7 - Yuxuan Zhang
, Yuanxiang Li, Xian Wei, Lei Jia:
Adaptive Spatio-Temporal Graph Convolutional Neural Network for Remaining Useful Life Estimation. 1-7 - Yongchi Zhang, Ping Wei, Huan Li, Nanning Zheng:
Multiscale Adaptation Fusion Networks for Depth Completion. 1-7 - Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro:
Approaches to Avoid Overfitting in a Quantum Perceptron. 1-8 - Hadi Akbarzadeh Khorshidi
, Michael Kirley, Uwe Aickelin
:
Machine learning with incomplete datasets using multi-objective optimization models. 1-8 - Victor G. O. M. Nicola, Renata C. B. Madeo, Sarajane M. Peres:
Systematic study on dimensionality reduction in the gesture phase segmentation problem. 1-8 - Yunlong Meng, Fengliang Qi, Heng Zuo, Bo Chen, Xian Yuan, Yao Xiao:
Multi-step LSTM Prediction Model for Visibility Prediction. 1-8 - Yanze Min, Hang Su, Jun Zhu, Bo Zhang:
Discrete Memory Addressing Variational Autoencoder for Visual Concept Learning. 1-8 - Hussain Mohammed Dipu Kabir
, Abbas Khosravi, Darius Nahavandi, Saeid Nahavandi:
Uncertainty Quantification Neural Network from Similarity and Sensitivity. 1-8 - Edgar Macias-Garcia
, Deysy Galeana Pérez, Eduardo Bayro-Corrochano:
CNN Based Perception System for Collision Avoidance in Mobile Robots using Stereo Vision. 1-7 - Rahul Mehta, Müge Karaman:
Correlated Mixed Membership Modeling for Somatic Mutations. 1-8 - Martín Naya-Varela
, Andrés Faiña
, Richard J. Duro:
An Experiment in Morphological Development for Learning ANN Based Controllers. 1-8 - Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan
:
TSception: A Deep Learning Framework for Emotion Detection Using EEG. 1-7 - Haowen Fang, Amar Shrestha, Qinru Qiu:
Multivariate Time Series Classification Using Spiking Neural Networks. 1-7 - Dennis Bautembach, Iason Oikonomidis, Nikolaos Kyriazis, Antonis A. Argyros
:
Faster and Simpler SNN Simulation with Work Queues. 1-8 - Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou:
Ontology-based Interpretable Machine Learning for Textual Data. 1-10 - Sayantani Ghosh, Mousumi Laha, Amit Konar, Pratyusha Rakshit, Atulya K. Nagar:
Vowel Sound Imagery Decoding by a Capsule Network for the Design of an Automatic Mind-Driven Type-Writer. 1-8 - Tiago Colliri
, Weiguang Liu, Liang Zhao:
An Optimized Modularity-Based High Level Classification Model. 1-8 - Heitor Murilo Gomes
, Jacob Montiel, Saulo Martiello Mastelini, Bernhard Pfahringer, Albert Bifet
:
On Ensemble Techniques for Data Stream Regression. 1-8 - Hiram Ponce, Lourdes Martínez-Villaseñor:
Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition. 1-7 - Guillaume Padiolleau, Olivier Bach, Alain Hugget, Denis Penninckx, Frédéric Alexandre:
A Structure of Restricted Boltzmann Machine for Modeling System Dynamics. 1-8 - Zhihao Chen, Alain Lalande, Michel Salomon
, Thomas Decourselle, Thibaut Pommier, Gilles Perrot, Raphaël Couturier:
Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information. 1-8 - Xiaoyi Chen, Ni Zhang:
Layer-wise Adversarial Training Approach to Improve Adversarial Robustness. 1-8 - Hua Zuo
, Jie Lu, Guangquan Zhang:
Multiple-source Domain Adaptation in Rule-based Neural Network. 1-6 - Andronicus Ayobami Akinyelu:
Bio-inspired technique for improving machine learning speed and big data processing. 1-8 - Lourdes Martínez-Villaseñor, Hiram Ponce, José Núñez-Martínez, Sofía Pacheco:
Online Testing in Machine Learning Approach for Fall Detection. 1-8 - Vithursan Thangarasa, Thomas Miconi, Graham W. Taylor:
Enabling Continual Learning with Differentiable Hebbian Plasticity. 1-8 - Jun Yamada, John Shawe-Taylor
, Zafeirios Fountas:
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. 1-8 - Guillaume Hocquet, Olivier Bichler, Damien Querlioz:
OvA-INN: Continual Learning with Invertible Neural Networks. 1-7 - Syed Qaisar Jalil, Mubashir Husain Rehmani, Stephan K. Chalup
:
DQR: Deep Q-Routing in Software Defined Networks. 1-8 - Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Christian Bauckhage, César Ojeda:
Recurrent Point Review Models. 1-8 - Tiago Pimentel, Marianne Monteiro, Adriano Veloso
, Nivio Ziviani:
Deep Active Learning for Anomaly Detection. 1-8 - Ziyi Zhao, Haowen Fang, Zhao Jin, Qinru Qiu:
GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. 1-7 - Ziqiang Li
, Gouhei Tanaka:
HP-ESN: Echo State Networks Combined with Hodrick-Prescott Filter for Nonlinear Time-Series Prediction. 1-9 - Charles R. Day, Edward K. Chadwick
, Dimitra Blana
:
A comparative evaluation of time-delay, deep learning and echo state neural networks when used as simulated transhumeral prosthesis controllers. 1-7 - Matheus T. Guimarães, Aldísio Gonçalves Medeiros, Jefferson S. Almeida, Marcos Falcão y Martin, Robertas Damasevicius, Rytis Maskeliunas
, César Lincoln Cavalcante Mattos, Pedro Pedrosa Rebouças Filho:
An Optimized Approach to Huntington's Disease Detecting via Audio Signals Processing with Dimensionality Reduction. 1-8 - Jinxin Liu, Qiangxing Tian, Donglin Wang:
Multivariate Time Series Prediction with PID-based Residual Compensation. 1-7 - Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik
:
Online Evolving Spiking Neural Networks for Incremental Air Pollution Prediction. 1-8 - Andrey de Aguiar Salvi, Nathan Gavenski, Eduardo H. P. Pooch, Felipe Tasoniero, Rodrigo C. Barros
:
Attention-based 3D Object Reconstruction from a Single Image. 1-8 - Naylene Fraccanabbia, Ramon Gomes da Silva
, Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno, Leandro dos Santos Coelho
, Viviana Cocco Mariani
:
Solar Power Forecasting Based on Ensemble Learning Methods. 1-7 - Rashmi Kethireddy, Sudarsana Reddy Kadiri
, Suryakanth V. Gangashetty:
Learning Filterbanks from Raw Waveform for Accent Classification. 1-6 - Ariana Bermudez, Saúl Calderón Ramírez
, Trevor Thang, Pascal N. Tyrrell
, Armaghan Moemeni
, Shengxiang Yang, Jordina Torrents-Barrena:
A First Glance to the Quality Assessment of Dental Photostimulable Phosphor Plates with Deep Learning. 1-6 - Aditya Kuppa, Nhien-An Le-Khac
:
Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security. 1-8 - Keyu Wen, Xiaodong Gu:
Dual Semantic Relationship Attention Network for Image-Text Matching. 1-7 - Zuzanna Krawczyk
, Jacek Starzynski:
YOLO and Morphing-based Method for 3D Individualised Bone Model Creation. 1-8 - Azhar Aulia Saputra, Wei Hong Chin, Auke Jan Ijspeert
, Naoyuki Kubota:
A Muscle-Reflex Model of Forelimb and Hindlimb of Felidae Family of Animal with Dynamic Pattern Formation Stimuli. 1-8 - Chandan Kumar Singh, Vivek Kumar Gangwar, Anima Majumder, Swagat Kumar, Prakash Chanderlal Ambwani, Rajesh Sinha:
A Light-weight Deep Feature based Capsule Network. 1-8 - Xinjie Wang, Yaochu Jin
, Kuangrong Hao:
A Gated Recurrent Unit based Echo State Network. 1-7 - Kasun Bandara
, Christoph Bergmeir, Sam Campbell, Deborah A. Scott, Dan I. Lubman
:
Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand. 1-10 - Simona Doboli
, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai
, Alex Doboli:
A cognitive inspired method for assessing novelty of short-text ideas. 1-8 - Huiyu Li, Xiabi Liu, Said Boumaraf, Weihua Liu, Xiaopeng Gong, Xiaohong Ma:
A New Three-stage Curriculum Learning Approach for Deep Network Based Liver Tumor Segmentation. 1-6 - Tianhao Shen
, Xiaojie Wang:
Multi-Domain Dialogue State Tracking with Hierarchical Task Graph. 1-8 - Amin Khatami, Asef Nazari
, Amin Beheshti
, Thanh Thi Nguyen
, Saeid Nahavandi, Jerzy Zieba:
Convolutional Neural Network for Medical Image Classification using Wavelet Features. 1-8 - Arthur Costa Gorgônio
, Anne Magály de Paula Canuto, Karliane M. O. Vale
, Flavius L. Gorgônio
:
A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments. 1-8 - Wenzheng Hu, Mingyang Li, Changhe Yuan, Changshui Zhang, Jianqiang Wang:
Diversity in Neural Architecture Search. 1-8 - George S. Eskander Ekladious, Hugo Lemoine, Eric Granger
, Kaveh Kamali, Salim Moudache:
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video Face Recognition. 1-9 - Dan Valle, Tiago Pimentel, Adriano Veloso
:
Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations. 1-8 - Pengfei Li, Peixiang Zhong, Jiaheng Zhang, Kezhi Mao
:
Convolutional Transformer with Sentiment-aware Attention for Sentiment Analysis. 1-8 - Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Lung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers. 1-8 - Toshi Sinha, Brijesh K. Verma:
A Non-iterative Radial Basis Function Based Quick Convolutional Neural Network. 1-6 - João Ribeiro Pinto
, Jaime S. Cardoso
:
Self-Learning with Stochastic Triplet Loss. 1-8 - José Pereira Amorim
, Pedro H. Abreu
, Mauricio Reyes, João A. M. Santos
:
Interpretability vs. Complexity: The Friction in Deep Neural Networks. 1-7 - Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone, Antonella Santone:
Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence. 1-8 - Cong Wang, Cheng-Lin Liu:
Scene Text Recognition by Attention Network with Gated Embedding. 1-8 - Dinesh Kumar
, Dharmendra Sharma
:
Multi-modal Information Extraction and Fusion with Convolutional Neural Networks. 1-9 - Sidhant Nagpal, Siddharth Verma, Shikhar Gupta, Swati Aggarwal
:
A Guided Learning Approach for Generative Adversarial Networks. 1-8 - Mingjian Lei, Xiaoyong Li
, Binsi Cai, Yunfeng Li, Limengwei Liu, Wenping Kong:
P-DNN: An Effective Intrusion Detection Method based on Pruning Deep Neural Network. 1-9 - Yushuo Li, Yuanpei Liu, Xiaopeng Gong, Xiabi Liu:
Image Co-segmentation with Multi-Scale Dual-Cross Correlation Network. 1-8 - Adam Jilling, Marco Álvarez:
Optimizing Recommendations for Clustering Algorithms Using Meta-Learning. 1-10 - Usman Naseem
, Katarzyna Musial
, Peter W. Eklund
, Mukesh Prasad
:
Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-Embedding. 1-8 - Muhammad Umer, Glenn Dawson, Robi Polikar:
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. 1-8 - Jordan Schupbach, John W. Sheppard, Tyler Forrester:
Quantifying Uncertainty in Neural Network Ensembles using U-Statistics. 1-8 - Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. 1-8 - Mukund Rungta, Rishabh Kumar
, Mehak Preet Dhaliwal, Hemant Tiwari, Vanraj Vala:
TransKP: Transformer based Key-Phrase Extraction. 1-7 - Wei Lu, Yan Hu:
Multi-type Feature Mining and Fusion Model for Temporal Prediction. 1-6 - Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach. 1-8 - Haolei Pei, Qiaohong Chen, Ji Wang, Qi Sun, Yubo Jia:
Visual Relational Reasoning for Image Caption. 1-8 - Sepehr Ataei, Javad Alirezaie
, Paul S. Babyn:
Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising. 1-5 - Shamoon Siddiqui, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal C. Bouaynaya:
Using Deep Speech Recognition to Evaluate Speech Enhancement Methods. 1-7 - Gianlucca L. Zuin, Adriano Veloso
, João Cândido Portinari, Nivio Ziviani:
Automatic Tag Recommendation for Painting Artworks Using Diachronic Descriptions. 1-8 - Luca Oneto
, Michele Donini, Massimiliano Pontil:
General Fair Empirical Risk Minimization. 1-8 - Donghan Xie, Zhi Wang, Chunlin Chen, Daoyi Dong:
IEDQN: Information Exchange DQN with a Centralized Coordinator for Traffic Signal Control. 1-8 - George Kandilogiannakis, Paris A. Mastorocostas:
ReFuzzTiD: A Recurrent Neurofuzzy Model for Anomaly Detection in Time Series. 1-7 - Fernando García-Redondo
, Shidhartha Das, Glen Rosendale:
Training DNN IoT Applications for Deployment On Analog NVM Crossbars. 1-8 - Oluwatamilore Orojo, Jonathan A. Tepper
, T. M. McGinnity, Mufti Mahmud
:
Time sensitivity and self-organisation in Multi-recurrent Neural Networks. 1-7 - Pablo Scleidorovich
, Martin Llofriu, Jean-Marc Fellous, Alfredo Weitzenfeld
:
A Computational Model for Latent Learning based on Hippocampal Replay. 1-8 - Cinzia Bernardeschi, Andrea Domenici
, Francesco Mercaldo, Antonella Santone:
Identify Potential Attacks from Simulated Log Analysis. 1-6 - Edoardo Ragusa, Tommaso Apicella
, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
:
An hardware-aware image polarity detector enhanced with visual attention. 1-7 - Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
:
Sig-R2ResNet: Residual Network with Signal Processing-refined Residual Mapping, Auto-tuned L1-Regularization with Modified Adam Optimizer for Time Series Classification. 1-8 - Yiwen Jiang, Wei Tang, Neng Gao, Chenyang Tu, Jia Peng, Min Li:
SECL: Separated Embedding and Correlation Learning for Demographic Prediction in Ubiquitous Sensor Scenario. 1-10 - Garima Sharma
, Jyoti Joshi, Radia Zeghari
, Rachid Guerchouche:
Audio-Visual Weakly Supervised Approach for Apathy Detection in the Elderly. 1-7 - Alessio Martino
, Fabio Massimo Frattale Mascioli, Antonello Rizzi:
On the Optimization of Embedding Spaces via Information Granulation for Pattern Recognition. 1-8 - Yiming Peng, Gang Chen, Mengjie Zhang:
Effective Linear Policy Gradient Search through Primal-Dual Approximation. 1-8 - Zhiwen Zeng, Matloob Khushi
:
Wavelet Denoising and Attention-based RNN- ARIMA Model to Predict Forex Price. 1-7 - Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei
, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley:
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. 1-7 - Siyuan Zhu, Cheng Shang, Jingjing Fan, Xin Wang, Meili Wang:
Bas-reliefs modelling based on learning deformable 3D models. 1-7 - Chunquan Chen, Si Li:
Knowledge-based Context-aware Multi-turn Conversational Model with Hierarchical Attention. 1-8 - Aldísio Gonçalves Medeiros, João P. B. Andrade, Paulo Bruno S. Serafim
, Alexandre M. M. Santos, José G. R. Maia, Fernando Antonio Mota Trinta, José A. F. de Macêdo, Pedro P. R. Filho, Paulo A. L. Rego:
A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning. 1-8 - Eduardo Nigri, Nivio Ziviani, Fábio A. M. Cappabianco, Augusto Antunes, Adriano Veloso
:
Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease. 1-8 - Yasuaki Kuroe, Hitoshi Iima, Yutaka Maeda:
Four Models of Hopfield-Type Octonion Neural Networks and Their Existing Conditions of Energy Functions. 1-7 - Joyjit Chatterjee
, Nina Dethlefs:
A Dual Transformer Model for Intelligent Decision Support for Maintenance of Wind Turbines. 1-10 - Jengnan Tzeng, Yen-Ru Lai, Ming-Lai Lin, Yu-Han Lin, Yu-Cheng Shih:
Improve the LSTM and GRU model for small training data by wavelet transformation. 1-6 - Ke Zhang
, Siu-Ming Yiu, Lucas Chi Kwong Hui:
A Light-Weight Crowdsourcing Aggregation in Privacy-Preserving Federated Learning System. 1-8 - Mahmoud Hossam, Trung Le, Viet Huynh, Michael Papasimeon, Dinh Phung
:
OptiGAN: Generative Adversarial Networks for Goal Optimized Sequence Generation. 1-8 - Sofiane Medjram, Saïda Bouakaz:
ZF Model Efficiency for Automatic Hand Detection in Vehicles. 1-7 - Charitos Charitou, Artur S. d'Avila Garcez, Simo Dragicevic:
Semi-supervised GANs for Fraud Detection*. 1-8 - Ziang Liu, Dongrui Wu
:
Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression. 1-7 - Sérgio F. Chevtchenko
, Teresa Bernarda Ludermir:
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network. 1-8 - Ruijiao Liu, Yangyang Li, Licheng Jiao
:
SAR Image Specle Reduction based on a Generative Adversarial Network. 1-6 - Adrian Horzyk
, Efe Ergün:
YOLOv3 Precision Improvement by the Weighted Centers of Confidence Selection. 1-8 - Siddharth Dadhich, Fredrik Sandin, Ulf Bodin, Ulf Andersson, Torbjörn Martinsson:
Adaptation of a wheel loader automatic bucket filling neural network using reinforcement learning. 1-9 - Lei Wu, Xi Chen, Lei Meng, Xiangxu Meng:
Multitask Adversarial Learning for Chinese Font Style Transfer. 1-8 - Zhi-An Huang
, Rui Liu
, Kay Chen Tan
:
Multi-Task Learning for Efficient Diagnosis of ASD and ADHD using Resting-State fMRI Data. 1-7 - Dighanchal Banerjee, Smriti Rani, Arun M. George
, Arijit Chowdhury, Sounak Dey, Arijit Mukherjee
, Tapas Chakravarty, Arpan Pal
:
Application of Spiking Neural Networks for Action Recognition from Radar Data. 1-10 - Gioele Ciaparrone
, Francesco Bardozzo
, Mattia delli Priscoli, Juanita Londoño Kallewaard, Maycol Ruiz Zuluaga, Roberto Tagliaferri
:
A comparative analysis of multi-backbone Mask R-CNN for surgical tools detection. 1-8 - Steve Tsham Mpinda Ataky, Jonathan de Matos, Alceu S. Britto Jr., Luiz E. S. Oliveira, Alessandro L. Koerich
:
Data Augmentation for Histopathological Images Based on Gaussian-Laplacian Pyramid Blending. 1-8 - Shruti Landge, Vivek Saraswat
, Srisht Fateh Singh, Udayan Ganguly:
n-Oscillator Neural Network based Efficient Cost Function for n-city Traveling Salesman Problem. 1-8 - Alessandro G. Di Nuovo
:
A Developmental Neuro-Robotics Approach for Boosting the Recognition of Handwritten Digits. 1-8 - Tiffany Hwu, Hirak Jyoti Kashyap, Jeffrey L. Krichmar:
A Neurobiological Schema Model for Contextual Awareness in Robotics. 1-8 - Yilin Dai, Qian Ji, Gongshen Liu, Bo Su:
Multi-paragraph Reading Comprehension with Token-level Dynamic Reader and Hybrid Verifier. 1-8 - Wensi Tang, Lu Liu, Guodong Long:
Interpretable Time-series Classification on Few-shot Samples. 1-8 - Evgeny M. Mirkes
:
Artificial Neural Network Pruning to Extract Knowledge. 1-8 - Antonio Quintero-Rincón, Carlos D'Giano, Hadj Batatia:
Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution. 1-5 - Olivier Habimana, Yuhua Li, Ruixuan Li, Xiwu Gu, Yuqi Peng:
A Multi-Task Learning Approach to Improve Sentiment Analysis with Explicit Recommendation. 1-8 - Nebojsa Bacanin
, Eva Tuba
, Timea Bezdan
, Ivana Strumberger, Raka Jovanovic, Milan Tuba:
Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm. 1-7 - Bharat Richhariya, Muhammad Tanveer:
Universum least squares twin parametric-margin support vector machine. 1-8 - Lam Dang Pham, Ian McLoughlin
, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins:
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. 1-7 - Prabath Abeysekara, Hai Dong
, A. Kai Qin
:
Distributed Machine Learning for Predictive Analytics in Mobile Edge Computing Based IoT Environments. 1-8 - Tomasz Les, Tomasz Markiewicz, Miroslaw Dziekiewicz
, Malgorzata Lorent:
Axis projection for Kidney-Region-Of-Interest detection in computed tomography. 1-6 - Daniel S. Levine:
What You Get is More Than What You See - or Less - in Models of Human Decision Making. 1-5 - Ammar Shaker, Christoph Gärtner, Xiao He, Shujian Yu:
Online Meta-Forest for Regression Data Streams. 1-8 - Ramazan Esmeli
, Mohamed Bader-El-Den, Hassana Abdullahi
:
Using Word2Vec Recommendation for Improved Purchase Prediction. 1-8 - Maryam Parsa
, Catherine D. Schuman
, Prasanna Date, Derek C. Rose, Bill Kay
, J. Parker Mitchell, Steven R. Young, Ryan Dellana, William Severa, Thomas E. Potok, Kaushik Roy:
Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment. 1-9 - Tuan Pham Minh, Daniel Kottke, Anna Tsarenko, Christian Gruhl, Bernhard Sick
:
Improving Self-Adaptation For Multi-Sensor Activity Recognition with Active Learning. 1-8 - Xia Xiao, Chao Shang, Jinbo Bi, Sanguthevar Rajasekaran:
Predicting Outcomes of Chemical Reactions: A Seq2Seq Approach with Multi-view Attention and Edge Embedding. 1-8 - Shoumik Roychowdhury, Shounak Roychowdhury:
A Modular Framework to Predict Alzheimer's Disease Progression Using Conditional Generative Adversarial Networks. 1-8 - Arlete Teresinha Beuren, Alceu de Souza Britto Jr., Jacques Facon:
Sky/Ground Segmentation Using Different Approaches. 1-8 - Rakesh Kumar Sanodiya, Alwyn Mathew, Jimson Mathew, Matloob Khushi
:
Statistical and Geometrical Alignment using Metric Learning in Domain Adaptation. 1-8 - Rema Daher, Mohammad Kassem Zein, Julia El Zini, Mariette Awad
, Daniel C. Asmar
:
Change Your Singer: A Transfer Learning Generative Adversarial Framework for Song to Song Conversion. 1-7 - Hassam Ullah Sheikh, Ladislau Bölöni:
Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward. 1-8 - Louis Jensen, Jacob Harer, Sang Chin:
NodeDrop: A Method for Finding Sufficient Network Architecture Size. 1-9 - Imran Razzak
, Ghosia Shoukat, Saeeda Naz, Tariq Mahmood Khan:
Skin Lesion Analysis Toward Accurate Detection of Melanoma using Multistage Fully Connected Residual Network. 1-8 - Tao Liang, Jin Liu:
Meta-Path Generation Online for Heterogeneous Network Embedding. 1-8 - Jizhi Peng, Zhixiong Nan, Linhai Xu, Jingmin Xin, Nanning Zheng:
A Deep Model for Joint Object Detection and Semantic Segmentation in Traffic Scenes. 1-8 - Haider Raza
, Anirban Chowdhury, Saugat Bhattacharyya:
Deep Learning based Prediction of EEG Motor Imagery of Stroke Patients' for Neuro-Rehabilitation Application. 1-8 - Anik Khan, Kishor Datta Gupta
, Deepak Venugopal, Nirman Kumar:
CIDMP: Completely Interpretable Detection of Malaria Parasite in Red Blood Cells using Lower-dimensional Feature Space. 1-8 - Peter Sussner, Israel Campiotti, Manuel Alejandro Quispe Torres
:
Hybrid Gray-Scale and Fuzzy Morphological/Linear Perceptrons Trained By Extreme Learning Machine. 1-8 - Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart:
Mapping individual differences in cortical architecture using multi-view representation learning. 1-8 - Lei Shen, Xiaoyu Guo, Meng Chen:
Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation. 1-8 - Guang Yao, Zongxuan Liu, Xufeng Guo, Chaoshi Wei, Xinfeng Li, Zhihao Chen:
Prediction of Weather Radar Images via a Deep LSTM for Nowcasting. 1-8 - Yanyun Tao, Guoqi Yue, Kaixin Wang, Yuzhen Zhang, Bin Jiang:
A cascaded step-temporal attention network for ECG arrhythmia classification. 1-8 - Ying Xu, Xu Zhong, Antonio José Jimeno-Yepes, Jey Han Lau:
Forget Me Not: Reducing Catastrophic Forgetting for Domain Adaptation in Reading Comprehension. 1-8 - Muhammad Nabeel Asim, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
K-mer Neural Embedding Performance Analysis Using Amino Acid Codons. 1-8 - Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao:
Segmented Pairwise Distance for Time Series with Large Discontinuities. 1-8 - Tiancheng Shen, Jia Jia, Yan Li, Hanjie Wang, Bo Chen:
Enhancing Music Recommendation with Social Media Content: an Attentive Multimodal Autoencoder Approach. 1-8 - Pawel Pelka
, Grzegorz Dudek:
Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting. 1-8 - Stéphane Ayache, Ronan Sicre, Thierry Artières:
Transfer Learning by Weighting Convolution. 1-8 - Yixuan Chai, Guohua Liu, Ziwei Jin, Donghong Sun:
How to Keep an Online Learning Chatbot From Being Corrupted. 1-8 - Motoki Iwashita, Daisuke Katagami:
Psychological Effects of Compliment Expressions by Communication Robots on Humans. 1-8 - Regina R. Parente, Ricardo B. C. Prudêncio:
One-Class Classification for Selecting Synthetic Datasets in Meta-Learning. 1-8 - Pradeep Kr. Banerjee, Guido Montúfar:
The Variational Deficiency Bottleneck. 1-8 - Antônio Carlos da Silva Barros, Elene F. Ohata, Suane Pires P. da Silva, Jefferson Silva Almeida, Pedro Pedrosa Rebouças Filho:
An Innovative Approach of Textile Fabrics Identification from Mobile Images using Computer Vision based on Deep Transfer Learning. 1-8 - Pasquale Ardimento
, Lerina Aversano, Mario Luca Bernardi
, Marta Cimitile:
Data-Aware Declarative Process Mining for Malware Detection. 1-8 - Aparup Khatua, Erik Cambria
, Shirley S. Ho, Jin-Cheon Na:
Deciphering Public Opinion of Nuclear Energy on Twitter. 1-8 - Xiaocong Du, Shreyas Kolala Venkataramanaiah, Zheng Li, Jae-sun Seo, Frank Liu, Yu Cao
:
Online Knowledge Acquisition with the Selective Inherited Model. 1-7 - Suyash Sangwan, Md. Shad Akhtar, Pranati Behera, Asif Ekbal:
I didn't mean what I wrote! Exploring Multimodality for Sarcasm Detection. 1-8 - Bryan Lim, Stefan Zohren, Stephen Roberts:
Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series Prediction. 1-8 - Yaoquan Yu, Yuefeng Guo, Zhiyuan Zhang, Mengshi Li, Tianyao Ji, Wenhu Tang, Qinghua Wu:
Intelligent Classification and Automatic Annotation of Violations based on Neural Network Language Model. 1-7 - Fei Sun, Yangjie Xu, Weidong Sun:
SPSN: Seed Point Selection Network in Point Cloud Instance Segmentation. 1-8 - Xueting Zhang, Yuting Qiang, Flood Sung, Yongxin Yang, Timothy M. Hospedales:
RelationNet2: Deep Comparison Network for Few-Shot Learning. 1-8 - Junfeng Hu, Jun Liao, Li Liu, Wenchao Ma:
RCapsNet: A Recurrent Capsule Network for Text Classification. 1-8 - Haoran Xu, Yongjun Wang, Shuhui Fan, Peidai Xie, Aizhi Liu:
DSmith: Compiler Fuzzing through Generative Deep Learning Model with Attention. 1-9 - Ding Qin, Xiaodong Gu:
Single Image Super-Resolution with Hierarchical Receptive Field. 1-8 - Aakansha Mishra, Ashish Anand, Prithwijit Guha:
CQ-VQA: Visual Question Answering on Categorized Questions. 1-8 - Wenjie Lu, Jie Zhou, Leiying Zhou, Gongshen Liu, Quanhai Zhang:
Challenge Training to Simulate Inference in Machine Translation. 1-8 - Christian Bauckhage, Ramsés J. Sánchez, Rafet Sifa:
Problem Solving with Hopfield Networks and Adiabatic Quantum Computing. 1-6 - Luiz Ricardo Takeshi Horita, Denis Fernando Wolf, Valdir Grassi Jr.
:
Effective Deep Reinforcement Learning Setups for Multiple Goals on Visual Navigation. 1-8 - Ruiyang Yang, Hongyin Tang, Beihong Jin:
Monoceros: A New Approach for Training an Agent to Play FPS Games. 1-8 - Zhichen Lai
, Chenwei Tang, Jiancheng Lv:
Arbitrary Chinese Font Generation from a Single Reference. 1-7 - Aaron R. Young
, Adam Z. Foshie, Mark E. Dean, James S. Plank, Garrett S. Rose
, J. Parker Mitchell, Catherine D. Schuman
:
Scaled-up Neuromorphic Array Communications Controller (SNACC) for Large-scale Neural Networks. 1-8 - Aman Jaiswal, Suraj Kumar
, Aditya Nigam
:
En-VStegNET: Video Steganography using spatio-temporal feature enhancement with 3D-CNN and Hourglass. 1-8 - Feng Chen, Yunkai Shang, Jincheng Hu, Bo Xu:
Few Features Attack to Fool Machine Learning Models through Mask-based GAN. 1-7 - Sonia
, Rashmi Dutta Baruah:
Transfer Learning in Smart Home Scenario. 1-8 - Zhaocheng Zhang, Gang Yang:
Deep Representation of Hierarchical Semantic Attributes for Zero-shot Learning. 1-8 - Vassilis C. Nicodemou, Iason Oikonomidis, Georgios Tzimiropoulos, Antonis A. Argyros:
Learning to Infer the Depth Map of a Hand from its Color Image. 1-8 - Majdi Khalid
, Hamidreza Chitsaz, Indrakshi Ray:
Proximal Stochastic AUC Maximization. 1-8 - Zhenhua Shi
, Dongrui Wu
, Jian Huang, Yu-Kai Wang
, Chin-Teng Lin
:
Supervised Discriminative Sparse PCA with Adaptive Neighbors for Dimensionality Reduction. 1-8 - Soha A. Nossier, Julie A. Wall
, Mansour Moniri, Cornelius Glackin, Nigel Cannings:
A Comparative Study of Time and Frequency Domain Approaches to Deep Learning based Speech Enhancement. 1-8 - B. Rasitha Fernando
, Yangjie Qi, Chris Yakopcic, Tarek M. Taha:
3D Memristor Crossbar Architecture for a Multicore Neuromorphic System. 1-8 - Roghayeh Mojarad, Ferhat Attal, Abdelghani Chibani, Yacine Amirat:
A Hybrid Context-aware Framework to Detect Abnormal Human Daily Living Behavior. 1-8 - Alejandro Romero, Francisco Bellas
, Abraham Prieto, Richard J. Duro:
Developmental Learning of Value Functions in a Motivational System for Cognitive Robotics. 1-8 - Dongming Zhou, Canlong Zhang, Zhixin Li, Zhiwen Wang:
Multi-level Visual Fusion Networks for Image Captioning. 1-8 - Dhruval Jain, Debi Prasanna Mohanty, Sanjeev Roy, Naresh Purre, Sukumar Moharana:
On-device Filtering of Social Media Images for Efficient Storage. 1-7 - Xu Zhang, Boming Li, Chao Song, Zhengwen Huang, Yan Li:
SASRM: A Semantic and Attention Spatio-temporal Recurrent Model for Next Location Prediction. 1-8 - Chirath Pathiravasam, Paranietharan Arunagirinathan, Iroshani Jayawardene, Ganesh K. Venayagamoorthy
, Yongqiang Wang:
Spatio-Temporal Distributed Solar Irradiance and Temperature Forecasting. 1-8 - Dan Barsever, Sameer Singh, Emre Neftci
:
Building a Better Lie Detector with BERT: The Difference Between Truth and Lies. 1-7 - Leonardo Conegundes Martinez, Adriano César Machado Pereira
:
Beating the Stock Market with a Deep Reinforcement Learning Day Trading System. 1-8 - Madson L. D. Dias, César Lincoln C. Mattos, Ticiana L. Coelho da Silva, José Antônio Fernandes de Macêdo, Wellington C. P. Silva:
Anomaly Detection in Trajectory Data with Normalizing Flows. 1-8 - Jiabo He, Sarah M. Erfani, Sudanthi N. R. Wijewickrema, Stephen J. O'Leary, Kotagiri Ramamohanarao:
Learning Non-Unique Segmentation with Reward-Penalty Dice Loss. 1-8 - Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper
:
Heterogeneous Multi-Modal Sensor Fusion with Hybrid Attention for Exercise Recognition. 1-8 - Sujit Roy
, Shirin Dora
, Karl A. McCreadie, Girijesh Prasad:
MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. 1-8 - Théo Morales, Andriy Sarabakha, Erdal Kayacan
:
Image Generation for Efficient Neural Network Training in Autonomous Drone Racing. 1-8 - Ziqiang Li, Hong Pan, Yaping Zhu, A. Kai Qin
:
PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors. 1-8 - Akihiro Matsufuji, Haruka Sekino, Eri Sato-Shimokawara
, Toru Yamaguchi:
A Calculation Method of the Similarity Between Trained Model and New Sample by using Gaussian Distribution. 1-6 - Adriano Lucieri
, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed:
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors. 1-10 - Huynh Thi Thanh Binh, Nguyen Phi Le, Binh-Minh Nguyen, Trinh Thu Hai, Quang Minh Ngo, Do Bao Son
:
A Reinforcement Learning Algorithm for Resource Provisioning in Mobile Edge Computing Network. 1-7 - Ali Alshahrani, Meysam Ghaffari, Kobra Amirizirtol, Xiuwen Liu:
Identifying Optimism and Pessimism in Twitter Messages Using XLNet and Deep Consensus. 1-8 - Yingjie Xu, Jun Guo:
Low Resolution Handwritten Digit String Recognition based on Object Detection Network. 1-7 - Jinpeng Li, Chuang Zhang, Xiaojun Chen, Yanan Cao, Ruipeng Jia:
Improving Abstractive Summarization with Iterative Representation. 1-8 - Kyle Pretorious, Nelishia Pillay:
A Comparative Study of Classifiers for Thumbnail Selection. 1-7 - Yusen Liu, Dayiheng Liu, Jiancheng Lv, Yongsheng Sang:
Generating Chinese Poetry from Images via Concrete and Abstract Information. 1-8 - Kun Xiong, Liu Jiang, Xuan Dang, Guolong Wang, Wenwen Ye, Zheng Qin:
Towards Personalized Aesthetic Image Caption. 1-8 - Tulika Saha
, Sriparna Saha, Pushpak Bhattacharyya:
Transfer Learning based Task-oriented Dialogue Policy for Multiple Domains using Hierarchical Reinforcement Learning. 1-8 - Omar Kawi, Kathy Clawson, Paul Dunn, Daniel Knight, Jonathan Hodgson, Yonghong Peng:
Medical Formulation Recognition (MFR) using Deep Feature Learning and One Class SVM. 1-7 - Gitesh Dawer, Yangzi Guo, Sida Liu, Adrian Barbu:
Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks. 1-8 - Le-Yan Tao, Bao-Liang Lu:
Emotion Recognition under Sleep Deprivation Using a Multimodal Residual LSTM Network. 1-8 - Ruipeng Jia, Yannan Cao, Fang Fang, Jinpeng Li, Yanbing Liu, Pengfei Yin:
Enhancing Textual Representation for Abstractive Summarization: Leveraging Masked Decoder. 1-8 - Anouar Kherchouche, Sid Ahmed Fezza
, Wassim Hamidouche
, Olivier Déforges:
Detection of Adversarial Examples in Deep Neural Networks with Natural Scene Statistics. 1-7 - Milad Mozafari, Leila Reddy, Rufin VanRullen:
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN. 1-8 - Samuel da S. Oliveira
, Anne M. P. Canuto, Bruno M. Carvalho
, Márcio Eduardo Kreutz:
Machine Learning Based Seismic Region Classification. 1-6 - Bruno Henrique Meyer, Aurora Trinidad Ramirez Pozo
, Wagner M. Nunan Zola:
Improving Barnes-Hut t-SNE Scalability in GPU with Efficient Memory Access Strategies. 1-8 - Bastien Nollet, Mathieu Lefort
, Frédéric Armetta:
Learning Arithmetic Operations With A Multistep Deep Learning. 1-8 - Zongwen Bai, Ying Li, Meili Zhou, Di Li, Dong Wang, Dawid Polap
, Marcin Wozniak
:
Bilinear Semi-Tensor Product Attention (BSTPA) model for visual question answering. 1-8 - Vassilis G. Kaburlasos, Eleni Vrochidou
, Chris Lytridis, George A. Papakostas, Theodore P. Pachidis
, Michail Manios, Spyridon Mamalis, Theodora Merou, Stefanos Koundouras, Serafeim Theocharis
, George Siavalas, Christos Sgouros, P. Kyriakidis:
Toward Big Data Manipulation for Grape Harvest Time Prediction by Intervals' Numbers Techniques. 1-6 - Mauro Giampieri, Luca Baldini
, Enrico De Santis
, Antonello Rizzi:
Facing Big Data by an Agent-Based Multimodal Evolutionary Approach to Classification. 1-8 - Haoran Li, Qichao Zhang, Dongbin Zhao
, Yaran Chen
:
RailNet: An Information Aggregation Network for Rail Track Segmentation. 1-7 - Brian Chmiel, Chaim Baskin
, Evgenii Zheltonozhskii
, Ron Banner, Yevgeny Yermolin, Alex Karbachevsky, Alex M. Bronstein, Avi Mendelson:
Feature Map Transform Coding for Energy-Efficient CNN Inference. 1-9 - Sam Green, Craig M. Vineyard, Ryan Helinski, Çetin Kaya Koç:
RAPDARTS: Resource-Aware Progressive Differentiable Architecture Search. 1-7 - Jen-Tzung Chien
, Yu-Min Huang:
Stochastic Convolutional Recurrent Networks. 1-6 - Daniel A. Magallón
, Carlos E. Castañeda, Francisco Jurado, Onofre A. Morfin:
Design of a Morlet wavelet control algorithm using super-twisting sliding modes applied to an induction machine. 1-8 - Mohammed Al-Zeyadi, Javier Andreu-Perez, Hani Hagras
, Chris Royce, Darren Smith, Piotr Rzonsowski, Ali Malik:
Deep Learning Towards Intelligent Vehicle Fault Diagnosis. 1-7 - Tong Zhang, Di Wang
, Huanhuan Chen, Zhiwei Zeng
, Wei Guo, Chunyan Miao, Lizhen Cui:
BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection. 1-8 - Giovanna Castellano, Ciro Castiello, Corrado Mencar, Gennaro Vessio
:
Crowd Counting from Unmanned Aerial Vehicles with Fully-Convolutional Neural Networks. 1-8 - Maximilian Kohlbrenner, Alexander Bauer, Shinichi Nakajima, Alexander Binder
, Wojciech Samek, Sebastian Lapuschkin
:
Towards Best Practice in Explaining Neural Network Decisions with LRP. 1-7 - Charu Sharma
, Jatin Chauhan, Manohar Kaul:
Learning Representations using Spectral-Biased Random Walks on Graphs. 1-8 - Alvaro D. Orjuela-Cañón
, Jan A. Freund, Andres Leonardo Jutinico Alarcon
, Alexander Cerquera:
Granger Causality Analysis based on Neural Networks Architectures for bivariate cases. 1-6 - Yonas Yehualaeshet Tefera, Tewodros Kibatu, Bethelhem Seifu Shawel
, Dereje Hailemariam Woldegebreal:
Recurrent Neural Network-based Base Transceiver Station Power Supply System Failure Prediction. 1-7 - Antonio Morán
, Masao Nagai:
Control of Complex Nonlinear Dynamic Systems with Incremental Deep Learning Neural Networks. 1-8 - Marinus Toman
, John Joseph Wade
, Liam McDaid, Jim Harkin
:
Computational Study of Astroglial Calcium Homeostasis in a Semi-isolated Synaptic Cleft. 1-8 - Rajkumar Ramamurthy, Rafet Sifa, Max Lübbering, Christian Bauckhage:
Novelty-Guided Reinforcement Learning via Encoded Behaviors. 1-8 - Aung Aung Phyo Wai, Heng Guo, Ying Chi
, Lei Zhang
, Xian-Sheng Hua, Cuntai Guan
:
Optimizing Filter-bank Canonical Correlation Analysis for fast response SSVEP Brain-Computer Interface (BCI). 1-8 - Eleftherios Spyromitros Xioufis, Konstantinos Sechidis, Ioannis P. Vlahavas:
Multi-target regression via output space quantization. 1-9 - Julien Abrossimoff, Alexandre Pitti, Philippe Gaussier:
Working-memory prefrontal model for cognitive flexibility in task-switching and selection. 1-7 - Heng Liu, Gregory Ditzler:
Detecting Adversarial Audio via Activation Quantization Error. 1-7 - Harish Kumar Manchukonda, Shahram Rahimi, Alexander Sommers, Sean Bozorgzad, Junfeng Ma:
A Study of Emergency Department Patient Admittance Predictors. 1-7 - Keqing He, Yuanmeng Yan, Hong Xu, Sihong Liu, Zijun Liu, Weiran Xu:
Learning Label-Relational Output Structure for Adaptive Sequence Labeling. 1-8 - Le Thanh Nguyen-Meidine, Eric Granger
, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin:
Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation. 1-8 - JiaRui Zhang, Hongzheng Li, Shumin Shi, Heyan Huang, Yue Hu, Xiangpeng Wei:
Dynamic Attention Aggregation with BERT for Neural Machine Translation. 1-8 - Yang Lin
, Irena Koprinska, Mashud Rana
:
Temporal Convolutional Neural Networks for Solar Power Forecasting. 1-8 - Pu Li, Xiaobai Liu, K. J. Palmer, Erica Fleishman, Douglas Gillespie
, Eva-Marie Nosal, Yu Shiu, Holger Klinck, Danielle Cholewiak, Tyler A. Helble, Marie A. Roch:
Learning Deep Models from Synthetic Data for Extracting Dolphin Whistle Contours. 1-10 - Jing Bai, Wentao Yu, Anran Yuan, Zhu Xiao:
Airplane Detection in Optical Remote Sensing Video Using Spatial and Temporal Features. 1-7 - Hongxin Xiang, Ting Zeng, Yun Yang:
A Novel Sleep Stage Classification via Combination of Fast Representation Learning and Semantic-to-Signal Learning. 1-8 - Ye-Sheen Lim, Denise Gorse:
Deep Probabilistic Modelling of Price Movements for High-Frequency Trading. 1-8 - Jaroslaw Protasiewicz
:
A Neural Network Toolbox for Electricity Consumption Forecasting. 1-6 - Esteban Reyes, Pablo A. Estévez
:
Transformation Based Deep Anomaly Detection in Astronomical Images. 1-8 - Lobna Nassar, Ifeanyi Emmanuel Okwuchi, Muhammad Saad, Fakhri Karray, Kumaraswamy Ponnambalam, Prarabdha Agrawal:
Prediction of Strawberry Yield and Farm Price Utilizing Deep Learning. 1-7 - Basma Abdulaimma, Paul Fergus, Carl Chalmers
, Casimiro Aday Curbelo Montañez
:
Deep Learning and Genome-Wide Association Studies for the Classification of Type 2 Diabetes. 1-8 - Ahoud Alhazmi
, Wei Emma Zhang
, Quan Z. Sheng
, Abdulwahab Aljubairy:
Analyzing the Sensitivity of Deep Neural Networks for Sentiment Analysis: A Scoring Approach. 1-7 - Ahlam Alnefaie
, Deepak Gupta
, Monowar H. Bhuyan, Imran Razzak
, Prashant Gupta, Mukesh Prasad
:
End-to-End Analysis for Text Detection and Recognition in Natural Scene Images. 1-8 - Richard A. McAllister, John W. Sheppard:
Enhancing Neural Networks with Locality-Sensitive Clustering of Internal Representations. 1-8 - Luca Oneto
, Francesca Cipollini
, Leonardo Miglianti, Giorgio Tani, Stefano Gaggero
, Michele Viviani, Andrea Coraddu
:
Deep Learning for Cavitating Marine Propeller Noise Prediction at Design Stage. 1-10 - Thomas Vacek:
Regularizing Pattern Recognition with Conditional Probability Estimates. 1-10 - Binbin Qiu, Jinjin Guo, Xiaodong Li, Yunong Zhang
:
Solving Discrete Dynamic Nonlinear Equation System Using New-Type DTG Model With Occasionally-Singular Jacobian Matrix. 1-8 - Meilin Zhou, Qi Liang, Lu Ma, Dan Luo, Peng Zhang, Bin Wang:
Towards Selective Data Enhanced Implicit Discourse Relation Recognition via Reinforcement Learning. 1-8 - Lilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang:
A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron. 1-10 - Yuan Pu, Shaochen Wang, Xin Yao, Bin Li:
Latent Context Based Soft Actor-Critic. 1-7 - Yachen Kang, Sibo Gai
, Feng Zhao, Donglin Wang, Ao Tang:
Deep Transfer Collaborative Filtering with Geometric Structure Preservation for Cross-Domain Recommendation. 1-8 - Xiaocong Chen
, Chaoran Huang, Lina Yao, Xianzhi Wang
, Wei Liu
, Wenjie Zhang:
Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation. 1-8 - Mingli Zhang, Dongsheng Xiao, Timothy H. Murphy, Jean-Baptiste Poline, Alan C. Evans:
Group-Patch Based Classification and Asymptotic Predicting Imbalanced Neuron Spikes. 1-6 - Kaiqiang Xu, Zhulin An
, Hui Zhu
, Xiaolong Hu, Yongjun Xu:
HLNet: Modeling High and Low Frequencies for Scene Parsing. 1-8 - Zeineb Ghrib, Rakia Jaziri, Rim Romdhane:
Hybrid approach for Anomaly Detection in Time Series Data. 1-7 - Qian Zhang
, Jie Lu, Guangquan Zhang:
Cross-Domain Recommendation with Multiple Sources. 1-7 - Xiaobo Shu, Bowen Yu, Zhenyu Zhang, Tingwen Liu
:
DRG2vec: Learning Word Representations from Definition Relational Graph. 1-9 - Ziyi Zhao, Zhao Jin, Wentian Bai, Wentan Bai, Carlos Caicedo
, Mustafa Cenk Gursoy, Qinru Qiu:
Mission-Aware Spatio-Temporal Deep Learning Model for UAS Instantaneous Density Prediction. 1-8 - Sanatan Sukhija, Srenivas Varadarajan, Narayanan C. Krishnan
, Sujit Rai:
Multi-Partition Feature Alignment Network for Unsupervised Domain Adaptation. 1-8 - Abtin Riasatian, Maral Rasoolijaberi, Morteza Babaie, Hamid R. Tizhoosh:
A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images. 1-8 - Chen Li, Runze Chen
, Christoforos Moutafis, Steve B. Furber:
Robustness to Noisy Synaptic Weights in Spiking Neural Networks. 1-8 - Shenghuan Zhang, Brendan McCane
, Phoebe Neo
, Shabah M. Shadli, Neil McNaughton:
Trait depressivity prediction with EEG signals via LSBoost. 1-8 - Zhenyu Zhang, Xiaobo Sind, Tingwen Liu
, Zheng Fang, Quangang Li
:
Joint Entity Linking and Relation Extraction with Neural Networks for Knowledge Base Population. 1-8 - Subhrajit Samanta, Mahardhika Pratama
, Suresh Sundaram, Narasimalu Srikanth:
A Dual Network Solution (DNS) for Lag-Free Time Series Forecasting. 1-8 - Hoon Chung, Hyeong-Bae Jeon, Jeon Gue Park
:
Semi-supervised Training for Sequence-to-Sequence Speech Recognition Using Reinforcement Learning. 1-6 - Andre Mendes, Julian Togelius
, Leandro dos Santos Coelho
:
Unified Multi-Domain Learning and Data Imputation using Adversarial Autoencoder. 1-8 - Dengdi Sun, Fanchen Zeng, Bin Luo, Jin Tang, Zhuanlian Ding:
Information Enhanced Graph Convolutional Networks for Skeleton-based Action Recognition. 1-7 - Rongkai Zhang, Anatolii Prokhorchuk, Justin Dauwels:
Deep Reinforcement Learning for Traveling Salesman Problem with Time Windows and Rejections. 1-8 - Omar Ali
, Alexander E. Gegov, Ella Haig, Rinat Khusainov
:
Conventional and Structure Based Sentiment Analysis: A Survey. 1-8 - Alessandro Betti, Marco Gori, Simone Marullo
, Stefano Melacci:
Developing Constrained Neural Units Over Time. 1-8 - Christos Kouppas
, Mohamad Saada, Qinggang Meng, Mark King
, Dennis Majoe:
Balance Control of a Bipedal Robot Utilizing Intuitive Pattern Generators with Extended Normalized Advantage Functions. 1-8 - João V. C. Moraes, Jessica T. S. Reinaldo, Ricardo B. C. Prudêncio, Telmo de Menezes e Silva Filho:
Item Response Theory for Evaluating Regression Algorithms. 1-8 - Luis Miguel Núñez, Margarida Julià-Sapé
, Enrique Romero, Carles Arús, Alfredo Vellido, Ana-Paula Candiota
:
Interpreting response to TMZ therapy in murine GL261 glioblastoma by combining Radiomics, Convex-NMF and feature selection in MRI/MRSI data analysis. 1-8 - Jefferson Fontinele, Marcelo Mendonça, Marco Ruiz, João P. Papa, Luciano Oliveira:
Faster α-expansion via dynamic programming and image partitioning. 1-8 - Abdul Wahid
, Annavarapu Chandra Sekhara Rao:
An Outlier Detection Algorithm based on KNN-kernel Density Estimation. 1-8 - Apurva Gandhi, Shomik Jain:
Adversarial Perturbations Fool Deepfake Detectors. 1-8 - Parham M. Kebria, Abbas Khosravi, Saeid Nahavandi:
Neural Network Control of Teleoperation Systems with Delay and Uncertainties based on Multilayer Perceptron Estimations. 1-7 - David Novoa-Paradela
, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas:
Online learning for anomaly detection via subdivisible convex hulls. 1-8 - Johan Garcia, Topi Korhonen:
DIOPT: Extremely Fast Classification Using Lookups and Optimal Feature Discretization. 1-8 - Yun Ma
, Xudong Mao, Yangbin Chen
, Qing Li:
Mixing Up Real Samples and Adversarial Samples for Semi-Supervised Learning. 1-8 - Javier Osorio, Alejandro Beltran
:
Enhancing the Detection of Criminal Organizations in Mexico using ML and NLP. 1-7 - Weijie Ke, Yannan Xing, Gaetano Di Caterina
, Lykourgos Petropoulakis, John J. Soraghan:
Deep Convolutional Spiking Neural Network Based Hand Gesture Recognition. 1-7 - Wei Shao
, Jeffrey Chan, Flora D. Salim
:
Approximating Optimisation Solutions for the Travelling Officer Problem with Neural Networks. 1-8 - Qi Zhang, Zhen Lei, Stan Z. Li:
Neighborhood-Aware Attention Network for Semi-supervised Face Recognition. 1-8 - Giuseppe Marra
, Matteo Tiezzi
, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori:
Local Propagation in Constraint-based Neural Networks. 1-8 - Rohan Banerjee, Avik Ghose, Kayapanda M. Mandana:
A Hybrid CNN-LSTM Architecture for Detection of Coronary Artery Disease from ECG. 1-8 - Lele Huang, Huifang Ma, Xiangchun He, Liang Chang:
Leveraging Multisource Information in Matrix Factorization for Social Collaborative Filtering. 1-8 - Xiaoyan Li, Iluju Kiringa, Tet Hin Yeap, Xiaodan Zhu, Yifeng Li:
Anomaly Detection Based on Unsupervised Disentangled Representation Learning in Combination with Manifold Learning. 1-10 - Xueyang Li, Yongfeng Huang, Cairong Yan, Lihao Liu:
IT-Block: Inverted Triangle Block embedded U-Net for Medical Image Segmentation. 1-8 - Jiexia Ye, Juanjuan Zhao, Kejiang Ye, Chengzhong Xu
:
Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting. 1-8 - Yunjian Zhang, Yanwei Liu, Liming Wang, Zhen Xu, Qiuqing Jin:
RegionSparse: Leveraging Sparse Coding and Object Localization to Counter Adversarial Attacks. 1-8 - Divish Rengasamy, Benjamin Rothwell
, Grazziela P. Figueredo
:
Asymmetric Loss Functions for Deep Learning Early Predictions of Remaining Useful Life in Aerospace Gas Turbine Engines. 1-7 - Emir Demirel, Sven Ahlbäck, Simon Dixon:
Automatic Lyrics Transcription using Dilated Convolutional Neural Networks with Self-Attention. 1-8 - Ishwarya Ananthabhotla, Sebastian Ewert, Joseph A. Paradiso:
Using a Neural Network Codec Approximation Loss to Improve Source Separation Performance in Limited Capacity Networks. 1-7 - Yanmeng Wang, Wenge Rong, Jianfei Zhang, Yuanxin Ouyang, Zhang Xiong:
Knowledge Grounded Pre-Trained Model For Dialogue Response Generation. 1-8 - Bernardo M. Firme
, Guilherme Lopes, Miguel S. E. Martins, Tiago Coito
, Joaquim L. Viegas, João M. C. Sousa, João C. P. Reis, João Figueiredo
, Susana M. Vieira:
Multi-agent system for dynamic scheduling. 1-8 - Habibeh Naderi, Behrouz Haji Soleimani, Stan Matwin
:
Generating High-Fidelity Images with Disentangled Adversarial VAEs and Structure-Aware Loss. 1-8 - Ting Ye, Jun Liao, Xuewen Yan, Hao Luo, Wenbing Zhang, Li Liu:
Discovering biomedical causality by a generative Bayesian causal network under uncertainty. 1-8 - Weidong Tian, Bin He, Nanxun Wang, Zhongqiu Zhao:
Multi-Channel Co-Attention Network for Visual Question Answering. 1-8 - Weili Guo, Liping Xie, Zhenyong Fu, Jianhui Guo, Guochen Pang, Jian Yang:
Analytical form of Fisher information matrix of bipoloar-activation-function-based multilayer perceptrons. 1-8 - Li Li, Sarah M. Erfani, Chien Aun Chan
, Christopher Leckie:
Discovery of contrast corridors from trajectory data in heterogeneous dynamic cellular networks. 1-8 - Naresh Balaji Ravichandran
, Anders Lansner, Pawel Andrzej Herman:
Learning representations in Bayesian Confidence Propagation neural networks. 1-7 - Feng Liang, Wei Dai, Yunfeng Huang, Weike Pan, Zhong Ming:
PAT: Preference-Aware Transfer Learning for Recommendation with Heterogeneous Feedback. 1-7 - Vassilis S. Kodogiannis
, Abeer Alshejari
:
An Asymmetric Neuro-Fuzzy Model for the Detection of Meat Spoilage. 1-8 - Xia Hong, Hong Wei, Junbin Gao:
Nonlinear Logistic Regression Model Based On Simplex Basis Function. 1-8 - Rishabh Ramteke, Peter J. Stuckey, Jeffrey Chan, Kotagiri Ramamohanarao, James Bailey, Christopher Leckie, Emir Demirovic:
Improving Single and Multi-View Blockmodelling by Algebraic Simplification. 1-7 - Ehsan Hallaji
, Roozbeh Razavi-Far, Mehrdad Saif
:
Detection of Malicious SCADA Communications via Multi-Subspace Feature Selection. 1-8 - Dong Zhao, Marios M. Polycarpou:
Distributed Fault Accommodation for a Class of Interconnected Nonlinear Systems with Event-Triggered Inter-Communications. 1-6 - Flávia Alves
, Martin Gairing, Frans A. Oliehoek
, Thanh-Toan Do:
Sensor Data for Human Activity Recognition: Feature Representation and Benchmarking. 1-8 - Muhammad Mansoor
, Francesco Grimaccia, Marco Mussetta:
Echo State Network Performance in Electrical and Industrial Applications. 1-7 - Asma Baghdadi, Rahma Fourati
, Yassine Aribi, Patrick Siarry, Adel M. Alimi
:
Robust feature learning method for epileptic seizures prediction based on long-term EEG signals. 1-7 - Narito Amako, Naoki Masuyama, Chu Kiong Loo, Yusuke Nojima
, Yiping Liu, Hisao Ishibuchi:
Multilayer Clustering Based on Adaptive Resonance Theory for Noisy Environments. 1-8 - Chengkun Zhang, Junbin Gao, Steven Lu:
Cluster Developing 1-Bit Matrix Completion. 1-8 - Ying Ma
, Guoqiang Zhong, Yanan Wang, Wen Liu:
MetaCGAN: A Novel GAN Model for Generating High Quality and Diversity Images with Few Training Data. 1-7 - Prayag Gowgi, Shayan Srinivasa Garani:
Hessian-based Bounds on Learning Rate for Gradient Descent Algorithms. 1-8 - Paul Kirkland
, Gaetano Di Caterina
, John J. Soraghan, George Matich:
SpikeSEG: Spiking Segmentation via STDP Saliency Mapping. 1-8 - Xinhan Di, Pengqian Yu, Rui Bu, Mingchao Sun:
Mutual Information Maximization in Graph Neural Networks. 1-7 - Anjin Liu, Guangquan Zhang, Kun Wang
, Jie Lu:
Fast Switch Naïve Bayes to Avoid Redundant Update for Concept Drift Learning. 1-7 - Dai Hoang Tran
, Abdulwahab Aljubairy, Munazza Zaib, Quan Z. Sheng
, Wei Emma Zhang
, Nguyen Hoang Tran, Khoa L. D. Nguyen
:
HeteGraph: A Convolutional Framework for Graph Learning in Recommender Systems. 1-8 - Cephas A. S. Barreto
, Anne Magály de Paula Canuto, João C. Xavier Junior, Arthur Costa Gorgônio
, Douglas F. A. Lima, Ranna R. F. da Costa:
Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods. 1-8 - Weichong Ng, Guohua Wang, Siddhartha, Zhiping Lin, Bhaskar Jyoti Dutta:
Range-Doppler Detection in Automotive Radar with Deep Learning. 1-8 - Luyang Hou, Shuai Ma, Jun Yan, Chun Wang, Jia Yuan Yu:
Reinforcement Mechanism Design for Electric Vehicle Demand Response in Microgrid Charging Stations. 1-8 - Mubarak G. Abdu-Aguye
, Walid Gomaa, Yasushi Makihara, Yasushi Yagi:
Adaptive Pooling Is All You Need: An Empirical Study on Hyperparameter-insensitive Human Action Recognition Using Wearable Sensors. 1-6 - Shailesh Sridhar, Snehanshu Saha, Azhar Shaikh, Rahul Yedida
, Sriparna Saha:
Parsimonious Computing: A Minority Training Regime for Effective Prediction in Large Microarray Expression Data Sets. 1-8 - Amlan Basu
, Keerati Kaewrak
, Lykourgos Petropoulakis, Gaetano Di Caterina
, John J. Soraghan:
Modified Capsule Neural Network (Mod-CapsNet) for Indoor Home Scene Recognition. 1-6 - Maxence Ferrari, Hervé Glotin, Ricard Marxer, Mark Asch
:
DOCC10: Open access dataset of marine mammal transient studies and end-to-end CNN classification. 1-8 - Dong Liu, Minh Thành Vu, Saikat Chatterjee, Lars K. Rasmussen:
Neural Network based Explicit Mixture Models and Expectation-maximization based Learning. 1-10 - Imran Razzak
, Iqra Kamran, Saeeda Naz:
Deep Analysis of Handwritten Notes for Early Diagnosis of Neurological Disorders. 1-6 - Haiyin Piao, Zhixiao Sun, Guanglei Meng, Hechang Chen, Bohao Qu, Kuijun Lang, Yang Sun, Shengqi Yang
, Xuanqi Peng:
Beyond-Visual-Range Air Combat Tactics Auto-Generation by Reinforcement Learning. 1-8 - Hongmin Li, Xiucai Ye, Akira Imakura, Tetsuya Sakurai:
Hubness-based Sampling Method for Nyström Spectral Clustering. 1-8 - Shui-Hua Wang, Gerry P. McCann
, Ivan Tyukin
:
Myocardial Infarction Detection and Quantification Based on a Convolution Neural Network with Online Error Correction Capabilities. 1-8 - Tikara Hosino:
Variational Bayesian Parameter-Based Policy Exploration. 1-7 - YingYing Ge, Jun Li, ChenYing Meng:
A Hybrid Firefly Algorithm Based on Orthogonal Opposition. 1-8 - Leonardo S. Paulucio, Thiago M. Paixão, Rodrigo Ferreira Berriel, Alberto F. De Souza, Claudine Badue
, Thiago Oliveira-Santos:
Product Categorization by Title Using Deep Neural Networks as Feature Extractor. 1-7 - Yuwei Sun, Hideya Ochiai, Hiroshi Esaki:
Intrusion Detection with Segmented Federated Learning for Large-Scale Multiple LANs. 1-8 - Chunpeng Wu, Bin Ni, Hai Li:
Redistributing and Re-Stylizing Features for Training a Fast Photorealistic Stylizer. 1-8 - Jonathan Bac
, Andrei Yu. Zinovyev:
Local intrinsic dimensionality estimators based on concentration of measure. 1-8 - Krzysztof Adamiak, Pawel Kapusta
, Krzysztof Slot
:
Facial Appearance Modifications using SKPCA-Derived Features Extracted from Convolutional Autoencoder's Latent Space. 1-7 - Callum Wilson
, Annalisa Riccardi
, Edmondo A. Minisci:
A Novel Update Mechanism for Q-Networks Based On Extreme Learning Machines. 1-7 - Fucheng Pan, Beilei Bian, Binxu Wang, Yueping Yang, Xiaoming Ju:
Weakly Supervised Object Localization Using Self-Paced Pyramid Adversarial Learning. 1-8 - Haider Raza
, Anirban Chowdhury, Saugat Bhattacharyya, Spyros Samothrakis:
Single-Trial EEG Classification with EEGNet and Neural Structured Learning for Improving BCI Performance. 1-8 - Ruitong Li, Gang Hu, Min Peng:
Hierarchical Embedding for Code Search in Software Q&A Sites. 1-10 - Ravi Tej Akella, Shirsendu Sukanta Halder
, Arunav Pratap Shandeelya, Vinod Pankajakshan:
Enhancing Perceptual Loss with Adversarial Feature Matching for Super-Resolution. 1-8 - Karol Cheinski, Pawel Wawrzynski:
DCT-Conv: Coding filters in convolutional networks with Discrete Cosine Transform. 1-6 - Robin Chan
, Matthias Rottmann, Fabian Hüger, Peter Schlicht, Hanno Gottschalk:
Controlled False Negative Reduction of Minority Classes in Semantic Segmentation. 1-8 - Gulsum Alicioglu, Bo Sun, Shen-Shyang Ho:
Assessing Accident Risk using Ordinal Regression and Multinomial Logistic Regression Data Generation. 1-8 - Chiranjibi Sitaula
, Yong Xiang, Anish Basnet, Sunil Aryal, Xuequan Lu
:
HDF: Hybrid Deep Features for Scene Image Representation. 1-8 - Yinghua Gao, Naiqi Li, Ning Ding, Yiming Li
, Tao Dai, Shu-Tao Xia:
Generalized Local Aggregation for Large Scale Gaussian Process Regression. 1-8 - Cheng-Hsiang Hu, Yi-Ling Chen:
Forecasting Time Series for Electricity Consumption Data Using Dynamic Weight Ensemble Model. 1-9 - Riccardo Massa, Alberto Marchisio
, Maurizio Martina, Muhammad Shafique
:
An Efficient Spiking Neural Network for Recognizing Gestures with a DVS Camera on the Loihi Neuromorphic Processor. 1-9 - Muhammed Furkan Kucuk
, Ismail Uysal:
Performance analysis of neural network topologies and hyperparameters for deep clustering. 1-6 - Zhe Liu
, Lina Yao, Xianzhi Wang
, Lei Bai
, Jake An:
Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction. 1-8 - Ruipeng Jia, Yannan Cao, Fang Fang, Jinpeng Li, Yanbing Liu, Pengfei Yin:
Enhancing Pre-trained Language Representation for Multi-Task Learning of Scientific Summarization. 1-8 - Syeda Alleena Riaz, Saeeda Naz, Imran Razzak
:
Multipath Deep Shallow Convolutional Networks for Large Scale Plant Species Identification in Wild Image. 1-7 - Toshitaka Matsuki, Souya Inoue, Katsunari Shibata:
Q-learning with exploration driven by internal dynamics in chaotic neural network. 1-7 - Kart-Leong Lim:
Non-conjugate Posterior using Stochastic Gradient Ascent with Adaptive Stepsize. 1-8 - Matheus Camilo da Silva, André Armstrong Janino Cizotto, Emerson Cabrera Paraiso
:
A Developer Recommendation Method Based on Code Quality. 1-8 - Zhenshan Tan
, Xiaodong Gu:
SBN: Scale Balance Network for Accurate Salient Object Detection. 1-7 - Lukasz Korycki, Bartosz Krawczyk:
Online Oversampling for Sparsely Labeled Imbalanced and Non-Stationary Data Streams. 1-8 - Haobo Rao, Zhiheng Zhou, Bo Li, Xin Shu:
DAGNet: Exploring the Structure of Objects for Saliency Detection. 1-8 - Elijah Snow, Mahbubul Alam, Alexander Glandon, Khan Iftekharuddin:
End-to-end Multimodel Deep Learning for Malware Classification. 1-7 - Buddhika Kasthuriarachchy
, Madhu Chetty
, Gour C. Karmakar, Darren Walls:
Pre-trained Language Models with Limited Data for Intent Classification. 1-9 - Yuki Sunaga, Ryo Natsuaki
, Akira Hirose:
Similar land-form discovery: Complex absolute-value max pooling in complex-valued convolutional neural networks in interferometric synthetic aperture radar. 1-7 - Kai Yi, Yi Guo, Yanan Fan, Jan Hamann, Yu Guang Wang:
Cosmo VAE: Variational Autoencoder for CMB Image Inpainting. 1-7 - Weidong Zou, Yuanqing Xia, Weipeng Cao:
Dense Broad Learning System based on Conjugate Gradient. 1-6 - Jhonatan Geremias, Altair O. Santin
, Eduardo K. Viegas
, Alceu S. Britto Jr.:
Towards Real-time Video Content Detection in Resource Constrained Devices. 1-8 - Hadar Shalev, Peerly Setter, Ruth Kimchi, Hagit Hel-Or:
Hiding Data in Images Using Spectral Filtering and Deep Neural Networks. 1-9 - Laura Jamieson, Carlos Francisco Moreno-García
, Eyad Elyan:
Deep Learning for Text Detection and Recognition in Complex Engineering Diagrams. 1-7 - Zishu Gao, Guodong Yang, En Li, Zize Liang:
Learning Single-view Object Reconstruction with Scaling Volume-View Supervision. 1-8 - Sumeet S. Shah, John W. Sheppard:
Evaluating Explanations of Convolutional Neural Network Image Classifications. 1-8 - Xiang Wu, Juyang Weng:
Muscle Vectors as Temporally Dense "Labels". 1-8 - Fang Lei, Zhiping Peng, Vassilis Cutsuridis, Mei Liu, Yicheng Zhang, Shigang Yue:
Competition between ON and OFF Neural Pathways Enhancing Collision Selectivity. 1-8 - Xiaobo Shu, Mengge Xue, Yanzeng Li
, Zhenyu Zhang, Tingwen Liu
:
BiG-Transformer: Integrating Hierarchical Features for Transformer via Bipartite Graph. 1-8 - Lucas Henrique Sousa Mello, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos, Flávio Miguel Varejão
, Alexandre Rodrigues Loureiros:
Metric Learning for Electrical Submersible Pump Fault Diagnosis. 1-8 - Muhammad Fakhrur Rozi, Sangwook Kim, Seiichi Ozawa:
Deep Neural Networks for Malicious JavaScript Detection Using Bytecode Sequences. 1-8 - Félix Escalona, Diego Viejo, Robert B. Fisher, Miguel Cazorla:
NurbsNet: A Nurbs approach for 3d object recognition. 1-7 - Sheng Bi, Peng Shi, Yuntao Du, Bin Jin, Lingshuang Yu:
Mining Knowledge within Categories in Global and Local Fashion for Multi-Label Text Classification. 1-8 - Florian Mirus, Terrence C. Stewart, Jörg Conradt:
Analyzing the Capacity of Distributed Vector Representations to Encode Spatial Information. 1-7 - Spoorthy Paresh, Naveen Kumar Thokala, Angshul Majumdar, M. Girish Chandra:
Multi-Label Auto-Encoder based Electrical Load Disaggregation. 1-6 - Jonas Prellberg, Oliver Kramer:
Learned Weight Sharing for Deep Multi-Task Learning by Natural Evolution Strategy and Stochastic Gradient Descent. 1-8 - Sara Mumtaz, Carlos Rodríguez
, Boualem Benatallah
, Mortada Al-Banna, Shayan Zamanirad:
Learning Word Representation for the Cyber Security Vulnerability Domain. 1-8 - Sajjad Bahrami, Ertem Tuncel:
Mitigating Outlier Effect in Online Regression: An Efficient Usage of Error Correntropy Criterion. 1-6 - Adarsha Balaji, Prathyusha Adiraju, Hirak Jyoti Kashyap, Anup Das
, Jeffrey L. Krichmar, Nikil D. Dutt
, Francky Catthoor:
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network. 1-10 - Shuhui Fan, Shaojing Fu, Haoran Xu, Chengzhang Zhu:
Expose Your Mask: Smart Ponzi Schemes Detection on Blockchain. 1-7 - Hisham Al-Mubaid, Andrew Nash:
A Feature Learning based Technique to Classify Medline Disease Abstracts. 1-8 - Adrian Lancucki, Jan Chorowski
, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe
, Antoine Laurent:
Robust Training of Vector Quantized Bottleneck Models. 1-7 - Deepak Kumar Jain, Akshi Kumar
, Linqin Cai
, Siddharth Singhal
, Vaibhav Kumar:
ATT: Attention-based Timbre Transfer. 1-6 - Kellyton dos Santos Brito
, Paulo Jorge Leitão Adeodato:
Predicting Brazilian and U.S. Elections with Machine Learning and Social Media Data. 1-8 - Hideki Oki, Motoshi Abe, Jun'ichi Miyao, Takio Kurita
:
Triplet Loss for Knowledge Distillation. 1-7 - Juyang Weng, Zejia Zheng, Xiang Wu, Juan L. Castro-Garcia:
Autonomous Programming for General Purposes: Theory and Experiments. 1-8 - Artur O. R. Franco, Felipe F. Soares, Aloísio Vieira Lira Neto, José A. F. de Macêdo, Paulo A. L. Rego, Fernando A. C. Gomes
, José G. R. Maia:
Vehicle Re-Identification by Deep Feature Embedding and Approximate Nearest Neighbors. 1-8 - Binyang Wang, Huifang Li, Zhiwei Lin, Yuanqing Xia:
Temporal Fusion Pointer network-based Reinforcement Learning algorithm for Multi-Objective Workflow Scheduling in the cloud. 1-8 - Ramon Gomes da Silva
, Matheus Henrique Dal Molin Ribeiro, Naylene Fraccanabbia, Viviana Cocco Mariani
, Leandro dos Santos Coelho
:
Multi-step ahead Bitcoin Price Forecasting Based on VMD and Ensemble Learning Methods. 1-8 - Yiwen Chen, Zhaojie Ju, Chenguang Yang:
Combining Reinforcement Learning and Rule-based Method to Manipulate Objects in Clutter. 1-6 - Chen Wang, Chengyuan Deng, Vladimir Ivanov
:
SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations. 1-9 - José Alonso Aguirre-Núñez, Juan Pablo Serrano Rubio, Rafael Herrera Guzmán:
Non-Intrusive Appliance Load Monitoring in an Intelligent Device at the Edge layer. 1-8 - Alper Sekerci, Özlem Salehi
:
Language Inference with Multi-head Automata through Reinforcement Learning. 1-8 - Zohaib M. Jan
, Brijesh K. Verma:
Optimal Clusters Generation for Maximizing Ensemble Classifier Performance. 1-7 - Marek Orlinski, Norbert Jankowski:
O (m log m) instance selection algorithms - RR-DROPs. 1-8 - Nuno Dionísio
, Fernando Alves
, Pedro M. Ferreira
, Alysson Bessani:
Towards end-to-end Cyberthreat Detection from Twitter using Multi-Task Learning. 1-8 - Zipeng Wu
, Guan Lian:
A novel dynamically adjusted regressor chain for taxi demand prediction. 1-10 - Mingyuan Meng
, Xingyu Yang, Shanlin Xiao, Zhiyi Yu:
Spiking Inception Module for Multi-layer Unsupervised Spiking Neural Networks. 1-8 - Fangzhou Luo
, Xiaolin Wu:
Maximum a Posteriori on a Submanifold: a General Image Restoration Method with GAN. 1-7 - Saurabh Srivastava, Puneet Agarwal, Gautam Shroff, Lovekesh Vig, Vidya Vikas:
Capsule Based Neural Network Architecture to perform completeness check for Patent Eligibility Process. 1-8 - Imran Razzak
:
Cooperative Evolution Multiclass Support Matrix Machines. 1-8 - Benjamin Paassen
, Irena Koprinska, Kalina Yacef:
Tree Echo State Autoencoders with Grammars. 1-8 - Bingxin Zhou
, Xuebin Zheng, Junbin Gao:
On the Trend-corrected Variant of Adaptive Stochastic Optimization Methods. 1-8 - Cosimo Ieracitano, Nadia Mammone, Amir Hussain, Francesco Carlo Morabito
:
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia. 1-8 - Ishai Rosenberg, Shai Meir, Jonathan Berrebi, Ilay Gordon, Guillaume Sicard, Eli (Omid) David:
Generating End-to-End Adversarial Examples for Malware Classifiers Using Explainability. 1-10 - Kun Shao, Yuanheng Zhu, Zhentao Tang, Dongbin Zhao
:
Cooperative Multi-Agent Deep Reinforcement Learning with Counterfactual Reward. 1-8 - Ariel Ruiz-Garcia, Vasile Palade, Mark Elshaw, Mariette Awad
:
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition. 1-8 - Riccardo Pecori
, Amin Tayebi, Armando Vannucci
, Luca Veltri:
IoT Attack Detection with Deep Learning Analysis. 1-8 - Jiahao Zhang, Miao Li, Chenguang Yang
:
Robotic grasp detection using effective graspable feature selection and precise classification. 1-6 - Nicolás Cruz, Javier Ruiz-del-Solar
:
Closing the Simulation-to-Reality Gap using Generative Neural Networks: Training Object Detectors for Soccer Robotics in Simulation as a Case Study. 1-8 - Moshé Cotacallapa, Lilian Berton, Leonardo Nascimento Ferreira, Marcos G. Quiles
, Liang Zhao, Elbert E. N. Macau
, Didier A. Vega-Oliveros
:
Measuring the engagement level in encrypted group conversations by using temporal networks. 1-8 - Fei Wang, Zongfeng Xu, Weiwei Zhang, Shichao Wu
, Yahui Zhang, Sonya Coleman:
An Adaptive Control Approach for Intelligent Wheelchair Based on BCI Combining with QoO. 1-8 - Hongwei Ge, Kai Zhang, Yaqing Hou, Chao Yu, Mingde Zhao, Zhen Wang, Liang Sun:
Two-stage Automatic Image Annotation Based on Latent Semantic Scene Classification. 1-8 - Vinícius H. Resende, Murillo G. Carneiro
:
High-Level Classification for Multi-Label Learning. 1-8 - Chao Yang
, Mingxing Jiang, Zhongwen Guo, Yuan Liu:
Gated Res2Net for Multivariate Time Series Analysis. 1-7 - Zhenyang Su, Jing Li, Zhiquan Ding, Tianqi Qin, Yafu Xiao:
Support Correlation Filters Tracking using Mask Matrix. 1-8 - Caetano Mazzoni Ranieri
, Renan Cipriano Moioli
, Roseli A. F. Romero, Mariana F. P. de Araújo, Maxwell Barbosa De Santana, Jhielson M. Pimentel, Patrícia A. Vargas
:
Unveiling Parkinson's Disease Features from a Primate Model with Deep Neural Networks. 1-8 - Hoang Thanh-Tung, Truyen Tran
:
Catastrophic forgetting and mode collapse in GANs. 1-10 - Deepak Kumar Jain, Rachna Jain
, Linqin Cai
, Meenu Gupta
, Yash Upadhyay:
Relative Vehicle Velocity Estimation Using Monocular Video Stream. 1-8 - Jeff Mitchell, Jeffrey S. Bowers
:
Harnessing the Symmetry of Convolutions for Systematic Generalisation. 1-8 - Jan Freiwald, Lea Schönherr
, Christopher Schymura
, Steffen Zeiler, Dorothea Kolossa
:
Loss Functions for Deep Monaural Speech Enhancement. 1-7 - Dawei Zhang
, Zhonglong Zheng:
Joint Representation Learning with Deep Quadruplet Network for Real-Time Visual Tracking. 1-8 - Da Luo, Jindian Su, Shanshan Yu:
A BERT-based Approach with Relation-aware Attention for Knowledge Base Question Answering. 1-8 - Alexander Holstrup, Lasse Starklit, Andrea Burattin:
Analysis of Information-Seeking Conversations with Process Mining. 1-8 - Maroua Bahri, Heitor Murilo Gomes
, Albert Bifet, Silviu Maniu
:
CS-ARF: Compressed Adaptive Random Forests for Evolving Data Stream Classification. 1-8 - Rachid Riad Saboundji, Róbert Adrian Rill:
Predicting Human Errors from Gaze and Cursor Movements. 1-8 - Kundjanasith Thonglek
, Keichi Takahashi
, Kohei Ichikawa
, Chawanat Nakasan
, Hidemoto Nakada, Ryousei Takano, Hajimu Iida:
Retraining Quantized Neural Network Models with Unlabeled Data. 1-8 - David Lynch, Lester T. W. Ho
, Michael MacDonald, Michael O'Neill:
Localisation in Wireless Networks using Deep Bidirectional Recurrent Neural Networks. 1-8 - Abien Fred Agarap, Arnulfo P. Azcarraga:
Improving k-Means Clustering Performance with Disentangled Internal Representations. 1-8 - Qilei Chen, Ping Liu, Jing Ni, Yu Cao, Benyuan Liu, Honggang Zhang:
Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images. 1-8 - Mengtao Sun
, Ibrahim A. Hameed
, Hao Wang:
A Novel Ensemble Representation Framework for Sentiment Classification. 1-8 - Michele Lo Giudice
, Giuseppe Varone, Cosimo Ieracitano, Nadia Mammone, Arcangelo Ranieri Bruna, Valeria Tomaselli
, Francesco Carlo Morabito
:
1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications. 1-7 - Raghad Al-Shabandar
, Abir Hussain, Robert Keight, Wasiq Khan
:
Students Performance Prediction in Online Courses Using Machine Learning Algorithms. 1-7 - Jia Zhang, Zhixin Li, Canlong Zhang, Huifang Ma:
Robust Semi-Supervised Semantic Segmentation Based on Self-Attention and Spectral Normalization. 1-8 - Xin Li, Xiaoyue Wen, Bo Jin, Xiangfeng Wang, Junjie Wang, Jinghui Cai:
Visual-to-Semantic Hashing for Zero Shot Learning. 1-7 - Mateusz Szczepanski, Michal Choras, Marek Pawlicki
, Rafal Kozik
:
Achieving Explainability of Intrusion Detection System by Hybrid Oracle-Explainer Approach. 1-8 - David Guijo-Rubio
, Pedro Antonio Gutiérrez, Anthony J. Bagnall, César Hervás-Martínez:
Time series ordinal classification via shapelets. 1-8 - Yujia Wu, Jing Li, Vincent Chen, Jun Chang, Zhiquan Ding, Zhi Wang:
Text Classification using Triplet Capsule Networks. 1-7 - Angel Ayala, Bruno J. T. Fernandes, Francisco Cruz
, David L. Macêdo
, Adriano L. I. Oliveira, Cleber Zanchettin
:
KutralNet: A Portable Deep Learning Model for Fire Recognition. 1-8 - Ahmad Zia Ul-Saufie, Dhiya Al-Jumeily
, Abir Hussain, Muqhlisah Muhamad, Jamila Mustafina
, Fawaz Ghali, Thar Baker
:
Novel Approach to Predict Ground-Level Ozone Concentration Using S-estimation and MM-Estimimation. 1-5 - Pawel Wawrzynski, Pawel Zawistowski, Lukasz Lepak
:
Automatic hyperparameter tuning in on-line learning: Classic Momentum and ADAM. 1-8 - Xiangnan Zhong, Haibo He:
Event-triggered Multi-agent Optimal Regulation Using Adaptive Dynamic Programming. 1-8 - Yong Liao, Kui Meng, Jianshen Zhang, Gongshen Liu:
Unleashing the Potential of Attention Model for News Headline Generation. 1-8 - Rongchun Li, Junjie Zhang, Yuntao Liu, Yong Dou:
Towards Precise End-to-end Semi-Supervised Human Head Detection Network. 1-8 - Takuya Teguri, Teijiro Isokawa, Nobuyuki Matsui, Haruhiko Nishimura, Naotake Kamiura:
Time Series Prediction by Quaternionic Qubit Neural Network. 1-6