Publication R-Drop: Regularized Dropout for Neural Networks xiaobo liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu NeurIPS 2021 | December 2021
Publication FastSpeech 2: Fast and High-Quality End-to-End Text to Speech Yi Ren, Chenxu Hu, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu ICLR 2021 | December 2021
Publication Identifiable Generative Models for Missing Not at Random Data Imputation Chao Ma, Cheng Zhang NeurIPS | December 2021 Projet
Publication Grounding Spatio-Temporal Language with Transformers Tristan Karch, Laetitia Teodorescu, Katja Hofmann, Clément Moulin-Frier, Pierre-Yves Oudeyer NeurIPS 2021 | December 2021 Vidéo
Publication ViSER: Video-Specific Surface Embeddings for Articulated 3D Shape Reconstruction Gengshan Yang, Deqing Sun, Varun Jampani, Daniel Vlasic, Forrester Cole, Ce Liu, Deva Ramanan NeurIPS 2021 | December 2021
Publication Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition Mark Boss, Varun Jampani, Raphael Braun, Ce Liu, Jonathan Barron, Hendrik PA Lensch NeurIPS 2021 | December 2021
Publication Double/Debiased Machine Learning for Dynamic Treatment Effects via g-Estimation Greg Lewis, Vasilis Syrgkanis NeurIPS 2021 | December 2021
Publication Curriculum Offline Imitating Learning Minghuan Liu, Hanye Zhao, Zhengyu Yang, Jian Shen, Weinan Zhang, Li Zhao, Tie-Yan Liu Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS) | December 2021 Projet
Publication Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding Shengjie Luo, Shanda Li, Tianle Cai, Di He, Dinglan Peng, Shuxin Zheng, Guolin Ke, Liwei Wang, Tie-Yan Liu NeurIPS 2021 | December 2021
Publication Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect Lorenzo Noci, Kevin Roth, Gregor Bachmann, Sebastian Nowozin, Thomas Hofmann NeurIPS 2021 | December 2021