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Poster
Tue 7:00 Improving the Gating Mechanism of Recurrent Neural Networks
Albert Gu · Caglar Gulcehre · Thomas Paine · Matthew Hoffman · Razvan Pascanu
Poster
Tue 7:00 On Variational Learning of Controllable Representations for Text without Supervision
Peng Xu · Jackie Chi Kit Cheung · Yanshuai Cao
Poster
Tue 7:00 Improving Generative Imagination in Object-Centric World Models
Zhixuan Lin · Yi-Fu Wu · Skand Peri · Bofeng Fu · Jindong Jiang · Sungjin Ahn
Poster
Tue 7:00 Multigrid Neural Memory
Tri Huynh · Michael Maire · Matthew Walter
Poster
Tue 8:00 An EM Approach to Non-autoregressive Conditional Sequence Generation
Zhiqing Sun · Yiming Yang
Poster
Tue 8:00 PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination
Saurabh Goyal · Anamitra Roy Choudhury · Saurabh Raje · Venkatesan Chakaravarthy · Yogish Sabharwal · Ashish Verma
Poster
Tue 9:00 Variable Skipping for Autoregressive Range Density Estimation
Eric Liang · Zongheng Yang · Ion Stoica · Pieter Abbeel · Yan Duan · Peter Chen
Poster
Tue 9:00 A Chance-Constrained Generative Framework for Sequence Optimization
Xianggen Liu · Qiang Liu · Sen Song · Jian Peng
Poster
Tue 9:00 Adversarial Attacks on Probabilistic Autoregressive Forecasting Models
RaphaĆ«l Dang-Nhu · Gagandeep Singh · Pavol Bielik · Martin Vechev
Poster
Tue 10:00 Generative Pretraining From Pixels
Mark Chen · Alec Radford · Rewon Child · Jeffrey K Wu · Heewoo Jun · David Luan · Ilya Sutskever
Poster
Tue 12:00 Word-Level Speech Recognition With a Letter to Word Encoder
Ronan Collobert · Awni Hannun · Gabriel Synnaeve
Poster
Tue 14:00 Infinite attention: NNGP and NTK for deep attention networks
Jiri Hron · Yasaman Bahri · Jascha Sohl-Dickstein · Roman Novak