Publication Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong SLT 2021 | January 2021
Publication Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka SLT 2021 | January 2021 Project Project
Publication ZeRO-Offload: Democratizing Billion-Scale Model Training Jie Ren, Samyam Rajbhandari, Reza Yazdani Aminabadi, Olatunji Ruwase, Shuangyan Yang, Minjia Zhang, Dong Li, Yuxiong He January 2021 arXiv | January 2021
Publication Out-of-distribution Prediction with Invariant Risk Minimization: The Limitation and An Effective Fix Ruocheng Guo, Pengchuan Zhang, Hao Liu, Emre Kiciman January 2021 arXiv
Publication Asynchronous Episodic Deep Deterministic Policy Gradient: Toward Continuous Control in Computationally Complex Environments Zhizheng Zhang, Jiale Chen, Zhibo Chen, Weiping Li IEEE Transactions on Cybernetics (2021) | January 2021, Vol 51(2): pp. 604-613
Publication Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI R. Tanno, D. E. Worrall, E. Kaden, A. Gosh, F. Grussu, A. Bizzi, S. N. Sotoripoulos, Antonio Criminisi, D. C. Alexander Neuroimage | January 2021
Publication On the Curse of Memory in Recurrent Neural Networks: Approximation and Optimization Analysis Zhong Li, Jiequn Han, Weinan E, Qianxiao Li International Conference on Learning Representations | January 2021
Publication Josephson current via an isolated Majorana zero mode Chun-Xiao Liu, Bernard van Heck, Michael Wimmer 2021 Physical Review B | January 2021, Vol 103(1): pp. 14510
Publication Scheduling with Communication Delays via LP Hierarchies and Clustering II: Weighted Completion Times on Related Machines Sami Davies, Janardhan (Jana) Kulkarni, Thomas Rothvoss, Jakub Tarnawski, Yihao Zhang SODA 2021 | January 2021
Publication Preconditioned training of normalizing flows for variational inference in inverse problems Ali Siahkoohi, Gabrio Rizzuti, Mathias Louboutin, Philipp Witte, Felix J. Herrmann AABI 2021 | January 2021 Project