Publication Taming Sparsely Activated Transformer with Stochastic Experts Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan Awadalla, Ruofei Zhang, Tuo Zhao, Jianfeng Gao ICLR 2022 | April 2022 Project
Publication LoRA: Low-Rank Adaptation of Large Language Models Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, Weizhu Chen ICLR 2022 | April 2022 Video Github Project
Publication Optimizing Network Provisioning through Cooperation Harsha Sharma, Parth Thakkar, Ranjita Bhagwan, Sagar Bharadwaj, Venkat Padmanabhan, Yogesh Bansal, Vijay Kumar, Kathleen Voelbel NSDI | April 2022 Project
Publication Synchromesh: Reliable code generation from pre-trained language models Gabriel Poesia, Alex Polozov, Vu Le, Ashish Tiwari, Gustavo Soares, Chris Meek, Sumit Gulwani ICLR 2022 | April 2022 Project
Publication LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao NAACL 2022 | April 2022 Github Project Project
Publication Deep learning to decompose macromolecules into independent Markovian domains Andreas Mardt, Tim Hempel, Cecilia Clementi, Frank Noé March 2022 bioarXiv preprint | March 2022
Publication Bringing Old Films Back to Life Ziyu Wan, Bo Zhang, Dongdong Chen, Jing Liao Computer Vision and Pattern Recognition | March 2022
Publication Design strategies for controlling neuron-connected robots using reinforcement learning Haruto Sawada, Naoki Wake, Kazuhiro Sasabuchi, Jun Takamatsu, Hirokazu Takahashi, Katsushi Ikeuchi March 2022 Project
Publication Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning Minghao Chen, Fangyun Wei, Chong Li, Deng Cai Computer Vision and Pattern Recognition | March 2022
Publication Beyond the Policy Gradient Theorem for Efficient Policy Updates in Actor-Critic Algorithms Romain Laroche, Remi Tachet des Combes AISTATS 2022 | March 2022 Project