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47 Results
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Poster
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Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation Arnob Ghosh · Xingyu Zhou · Ness Shroff |
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Poster
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Wed 2:30 |
Selective Annotation Makes Language Models Better Few-Shot Learners Hongjin SU · Jungo Kasai · Chen Henry Wu · Weijia Shi · Tianlu Wang · Jiayi Xin · Rui Zhang · Mari Ostendorf · Luke Zettlemoyer · Noah Smith · Tao Yu |
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Poster
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Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs Yuan Cheng · Ruiquan Huang · Yingbin Liang · Jing Yang |
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Poster
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Phenaki: Variable Length Video Generation from Open Domain Textual Descriptions Ruben Villegas · Mohammad Babaeizadeh · Pieter-Jan Kindermans · Hernan Moraldo · Han Zhang · Mohammad Taghi Saffar · Santiago Castro · Julius Kunze · Dumitru Erhan |
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Oral
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Mon 2:00 |
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations Peter Yichen Chen · Jinxu Xiang · Dong Heon Cho · Yue Chang · G Pershing · Henrique Maia · Maurizio Chiaramonte · Kevin Carlberg · Eitan Grinspun |
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Poster
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Mon 2:30 |
CROM: Continuous Reduced-Order Modeling of PDEs Using Implicit Neural Representations Peter Yichen Chen · Jinxu Xiang · Dong Heon Cho · Yue Chang · G Pershing · Henrique Maia · Maurizio Chiaramonte · Kevin Carlberg · Eitan Grinspun |
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Poster
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Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks shuai ZHANG · Meng Wang · Pin-Yu Chen · Sijia Liu · Songtao Lu · Miao Liu |
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Poster
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Wed 7:30 |
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective Raj Ghugare · Homanga Bharadhwaj · Benjamin Eysenbach · Sergey Levine · Russ Salakhutdinov |
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Oral
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Wed 6:40 |
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Yinhuai Wang · Jiwen Yu · Jian Zhang |
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Poster
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Wed 7:30 |
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model Yinhuai Wang · Jiwen Yu · Jian Zhang |
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Poster
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PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen · Xiao Wang · Soravit Changpinyo · AJ Piergiovanni · Piotr Padlewski · Daniel Salz · Sebastian Goodman · Adam Grycner · Basil Mustafa · Lucas Beyer · Alexander Kolesnikov · Joan Puigcerver · Nan Ding · Keran Rong · Hassan Akbari · Gaurav Mishra · Linting Xue · Ashish V. Thapliyal · James Bradbury · Weicheng Kuo · Mojtaba Seyedhosseini · Chao Jia · Burcu Karagol Ayan · Carlos Riquelme · Andreas Steiner · Anelia Angelova · Xiaohua Zhai · Neil Houlsby · Radu Soricut |