Publication Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan (Jana) Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian International Conference on Learning Representations (ICLR) 2023 | May 2023 Projet
Publication Cornet: Learning Table Formatting Rules By Example Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen 49th International Conference on Very Large Data Bases | May 2023 Vidéo
Publication Contrastive Meta-Learning for Partially Observable Few-Shot Learning Adam Jelley, Amos Storkey, Antreas Antoniou, Sam Devlin ICLR | May 2023 Projet
Publication SIMPLE: Specialized Model-Sample Matching for Domain Generalization Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li ICLR 23 | May 2023
Publication GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework Ang Lv, Xu Tan, Peiling Lu, Wei Ye, Shikun Zhang, Jiang Bian, Rui Yan May 2023
Publication LMGQS: A Large-scale Dataset for Query-focused Summarization Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng May 2023
Publication AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao ACL | May 2023 Projet
Publication Asking Before Action: Gather Information in Embodied Decision Making with Language Models Xiaoyu Chen, Shenao Zhang, Pushi Zhang, Li Zhao, Jianyu Chen Arxiv Preprint | May 2023
Publication Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning Matthew Ashman, Chao Ma, Agrin Hilmkil, Joel Jennings, Cheng Zhang ICLR 2023 | May 2023 Projet
Publication Prompting GPT-3 To Be Reliable Silei Cheng, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Boyd-Graber, Lijuan Wang International Conference on Learning Representations (ICLR 23) | May 2023