- Tsun-Hsuan Wang, Juntian Zheng, Pingchuan Ma, Yilun Du, Byungchul Kim, Andrew Spielberg, Joshua B. Tenenbaum, Chuang Gan, Daniela Rus:
DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models. CoRR abs/2311.17053 (2023) - 2022
- Wei-Shan Lee, John A, Hsiu-Chun Hsu, Pao-Ann Hsiung:
SPChain: A Smart and Private Blockchain-Enabled Framework for Combining GDPR-Compliant Digital Assets Management With AI Models. IEEE Access 10: 130424-130443 (2022) - Miao-Hsia Lin, Pei-Shan Wu, Tzu-Hsuan Wong, I-Ying Lin, Johnathan Lin, Jürgen Cox, Sung-Huan Yu:
Benchmarking differential expression, imputation and quantification methods for proteomics data. Briefings Bioinform. 23(3) (2022) - Changbin Lim, John R. C. Hsu, Jung Lyul Lee:
MeePaSoL: A MATLAB-based GUI software tool for shoreline management. Comput. Geosci. 161: 105059 (2022) - Matthew J. Sniatynski, John A. Shepherd, Thomas Ernst, Lynne R. Wilkens, D. Frank Hsu, Bruce S. Kristal:
Ranks underlie outcome of combining classifiers: Quantitative roles for diversity and accuracy. Patterns 3(2): 100415 (2022) - Paul Tylkin, Tsun-Hsuan Wang, Kyle Palko, Ross E. Allen, Ho Chit Siu, Daniel Wrafter, Tim Seyde, Alexander Amini, Daniela Rus:
Interpretable Autonomous Flight Via Compact Visualizable Neural Circuit Policies. IEEE Robotics Autom. Lett. 7(2): 3265-3272 (2022) - Christopher D. Elvidge, Mikhail N. Zhizhin, David M. Keith, Steven D. Miller, Feng-Chi Hsu, Tilottama Ghosh, Sharolyn Anderson, Christian K. Monrad, Morgan D. Bazilian, Jay Taneja, Paul C. Sutton, John C. Barentine, William S. Kowalik, Christopher C. M. Kyba, Dee W. Pack, Dorit Hammerling:
The VIIRS Day/Night Band: A Flicker Meter in Space? Remote. Sens. 14(6): 1316 (2022) - Shih-Wei Wei, Cheng-Hsuan (Sarah) Lu, Benjamin T. Johnson, Cheng Dang, Patrick G. Stegmann, Dustin Grogan, Guoqing Ge, Ming Hu:
The Influence of Aerosols on Satellite Infrared Radiance Simulations and Jacobians: Numerical Experiments of CRTM and GSI. Remote. Sens. 14(3): 683 (2022) - Hoi-Fung Ng, Li-Ta Hsu, Max Jwo Lem Lee, Junchi Feng, Tahereh Naeimi, Mahya Beheshti, John-Ross Rizzo:
Real-Time Loosely Coupled 3DMA GNSS/Doppler Measurements Integration Using a Graph Optimization and Its Performance Assessments in Urban Canyons of New York. Sensors 22(17): 6533 (2022) - Paul Tylkin, Tsun-Hsuan Wang, Tim Seyde, Kyle Palko, Ross E. Allen, Alexander Amini, Daniela Rus:
Autonomous Flight Arcade Challenge: Single- and Multi-Agent Learning Environments for Aerial Vehicles. AAMAS 2022: 1744-1746 - Tzu-Hsuan Chou, Siyuan Yu, Jacob Cook, Jaehyeong Park, Soumya Bose, Matthew L. Johnston:
Body-Heat Powered Biosensor Readout using Current-mode Relaxation Oscillators. BioCAS 2022: 130-134 - Siyuan Yu, Tzu-Hsuan Chou, Jacob Cook, Jaehyeong Park, Matthew L. Johnston:
A Reconfigurable Tri-Mode Frequency-Locked Loop Readout Circuit for Biosensor Interfaces. BioCAS 2022: 125-129 - Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian J. McAuley, Chun-Nan Hsu:
SPOT: Knowledge-Enhanced Language Representations for Information Extraction. CIKM 2022: 1124-1134 - Xing Lu, An Yan, Eric Y. Chang, Chun-Nan Hsu, Julian J. McAuley, Jiang Du, Amilcare Gentili:
Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report. CLEF (Working Notes) 2022: 1474-1479 - Hsuan-Chi Kuo, Kai-Hsun Chen, Yicheng Lu, Dan Williams, Sibin Mohan, Tianyin Xu:
Verified programs can party: optimizing kernel extensions via post-verification merging. EuroSys 2022: 283-299 - Wei-Shan Lee, John A, Hsiu-Chun Hsu, Pao-Ann Hsiung:
A Smart and Private Blockchain-enabled Framework for Digital Assets. ICBTA 2022: 34-39 - Brij B. Gupta, Akshat Gaurav, Kwok Tai Chui, Ching-Hsien Hsu:
Identity-Based Authentication Technique for IoT Devices. ICCE 2022: 1-4 - Alexander Amini, Tsun-Hsuan Wang, Igor Gilitschenski, Wilko Schwarting, Zhijian Liu, Song Han, Sertac Karaman, Daniela Rus:
VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles. ICRA 2022: 2419-2426 - Tsun-Hsuan Wang, Alexander Amini, Wilko Schwarting, Igor Gilitschenski, Sertac Karaman, Daniela Rus:
Learning Interactive Driving Policies via Data-driven Simulation. ICRA 2022: 7745-7752 - Sapdo Utomo, A. John, Adarsh Rouniyar, Hsiu-Chun Hsu, Pao-Ann Hsiung:
Federated Trustworthy AI Architecture for Smart Cities. ISC2 2022: 1-7 - Jong Yuh, Jason Li, Heguang Li, Yoshihiro Oyama, Cynthia Hsu, Pradeep Anantula, Stanley Jeong, Anirudh Amarnath, Siddhesh Darne, Sneha Bhatia, Tianyu Tang, Aditya Arya, Naman Rastogi, Naoki Ookuma, Hiroyuki Mizukoshi, Alex Yap, Demin Wang, Steve Kim, Yonggang Wu, Min Peng, Jason Lu, Tommy Ip, Seema Malhotra, David Han, Masatoshi Okumura, Jiwen Liu, John Sohn, Hardwell Chibvongodze, Muralikrishna Balaga, Aki Matsuda, Chakshu Puri, Chen Chen, Indra K. V, Chaitanya G, Venky Ramachandra, Yosuke Kato, Ravi Kumar, Huijuan Wang, Farookh Moogat, In-Soo Yoon, Kazushige Kanda, Takahiro Shimizu, Noboru Shibata, Takashi Shigeoka, Kosuke Yanagidaira, Takuyo Kodama, Ryo Fukuda, Yasuhiro Hirashima, Mitsuhiro Abe:
A 1-Tb 4b/Cell 4-Plane 162-Layer 3D Flash Memory With a 2.4-Gb/s I/O Speed Interface. ISSCC 2022: 130-132 - Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondrej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vera Kloudová, Surafel Melaku Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Miguel Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe:
Findings of the IWSLT 2022 Evaluation Campaign. IWSLT@ACL 2022: 98-157 - Jeff Craley, Emily Johnson, Christophe Jouny, David Hsu, Raheel Ahmed, Archana Venkataraman:
SZLoc: A Multi-resolution Architecture for Automated Epileptic Seizure Localization from Scalp EEG. MIDL 2022: 261-281 - Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson:
DOCmT5: Document-Level Pretraining of Multilingual Language Models. NAACL-HLT (Findings) 2022: 425-437 - Wei-Cheng Tseng, Tsun-Hsuan Johnson Wang, Yen-Chen Lin, Phillip Isola:
Offline Multi-Agent Reinforcement Learning with Knowledge Distillation. NeurIPS 2022 - Wei Xiao, Tsun-Hsuan Wang, Makram Chahine, Alexander Amini, Ramin M. Hasani, Daniela Rus:
Differentiable Control Barrier Functions for Vision-based End-to-End Autonomous Driving. CoRR abs/2203.02401 (2022) - Derrik E. Asher, Anjon Basak, Rolando Fernandez, Piyush K. Sharma, Erin G. Zaroukian, Christopher D. Hsu, Michael R. Dorothy, Thomas Mahre, Gerardo Galindo, Luke Frerichs, John Rogers, John Fossaceca:
Strategic Maneuver and Disruption with Reinforcement Learning Approaches for Multi-Agent Coordination. CoRR abs/2203.09565 (2022) - Matteo Manica, Joris Cadow, Dimitrios Christofidellis, Ashish Dave, Jannis Born, Dean Clarke, Yves Gaetan Nana Teukam, Samuel C. Hoffman, Matthew Buchan, Vijil Chenthamarakshan, Timothy Donovan, Hsiang-Han Hsu, Federico Zipoli, Oliver Schilter, Giorgio Giannone, Akihiro Kishimoto, Lisa Hamada, Inkit Padhi, Karl Wehden, Lauren McHugh, Alexy Khrabrov, Payel Das, Seiji Takeda, John R. Smith:
GT4SD: Generative Toolkit for Scientific Discovery. CoRR abs/2207.03928 (2022) - Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian J. McAuley, Chun-Nan Hsu:
Representing Knowledge by Spans: A Knowledge-Enhanced Model for Information Extraction. CoRR abs/2208.09625 (2022) - Ramin M. Hasani, Mathias Lechner, Tsun-Hsuan Wang, Makram Chahine, Alexander Amini, Daniela Rus:
Liquid Structural State-Space Models. CoRR abs/2209.12951 (2022)