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155 Results
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Poster
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A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning Zixiang Chen · Chris Junchi Li · Angela Yuan · Quanquan Gu · Michael Jordan |
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Workshop
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Fri 10:00 |
LEARNING PROTEIN FAMILY MANIFOLDS WITH SMOOTHED ENERGY-BASED MODELS Nathan Frey · Dan Berenberg · Joseph Kleinhenz · Stephen Ra · Isidro Hotzel · Julien Lafrance-Vanasse · Ryan Kelly · Yan Wu · Arvind Rajpal · Richard Bonneau · Kyunghyun Cho · Andreas Loukas · Vladimir Gligorijevic · Saeed Saremi |
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Poster
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Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy Jinsong Zhang · Qiang Fu · Xu Chen · Lun Du · Zelin Li · Gang Wang · Xiaoguang Liu · Shi Han · Dongmei Zhang |
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Poster
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BALTO: fast tensor program optimization with diversity-based active learning Jun Bi · Xiaqing Li · Qi Guo · Rui Zhang · Yuanbo Wen · Xing Hu · Zidong Du · Xinkai Song · Yifan Hao · Yunji Chen |
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Poster
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Mon 2:30 |
Neural-based classification rule learning for sequential data Marine Collery · Philippe Bonnard · François Fages · Remy Kusters |
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Workshop
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Learning protein family manifolds with smoothed energy-based models Nathan Frey · Dan Berenberg · Joseph Kleinhenz · Isidro Hotzel · Julien Lafrance-Vanasse · Ryan Kelly · Yan Wu · Arvind Rajpal · Stephen Ra · Richard Bonneau · Kyunghyun Cho · Andreas Loukas · Vladimir Gligorijevic · Saeed Saremi |
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Poster
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Mon 7:30 |
Complexity-Based Prompting for Multi-step Reasoning Yao Fu · Hao Peng · Ashish Sabharwal · Peter Clark · Tushar Khot |
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Poster
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BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion Fu-Yun Wang · Da-Wei Zhou · Liu Liu · Han-Jia Ye · Yatao Bian · De-Chuan Zhan · Peilin Zhao |
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Poster
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Wed 2:30 |
Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning Hyunwoo Ryu · Hong-in Lee · Jeong-Hoon Lee · Jongeun Choi |
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Poster
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Tue 2:30 |
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun · Sanjay Krishna Gouda · Zijian Wang · Xiaopeng Li · YUCHEN TIAN · Ming Tan · Wasi Ahmad · Shiqi Wang · Qing Sun · Mingyue Shang · Sujan Kumar Gonugondla · Hantian Ding · Varun Kumar · Nathan Fulton · Arash Farahani · Siddhartha Jain · Robert Giaquinto · Haifeng Qian · Murali Krishna Ramanathan · Ramesh Nallapati · Baishakhi Ray · Parminder Bhatia · Sudipta Sengupta · Dan Roth · Bing Xiang |
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Oral
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Tue 1:50 |
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun · Sanjay Krishna Gouda · Zijian Wang · Xiaopeng Li · YUCHEN TIAN · Ming Tan · Wasi Ahmad · Shiqi Wang · Qing Sun · Mingyue Shang · Sujan Kumar Gonugondla · Hantian Ding · Varun Kumar · Nathan Fulton · Arash Farahani · Siddhartha Jain · Robert Giaquinto · Haifeng Qian · Murali Krishna Ramanathan · Ramesh Nallapati · Baishakhi Ray · Parminder Bhatia · Sudipta Sengupta · Dan Roth · Bing Xiang |