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93 Results
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Poster
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Wed 14:00 |
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control Nolan Wagener · Andrey Kolobov · Felipe Vieira Frujeri · Ricky Loynd · Ching-An Cheng · Matthew Hausknecht |
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Workshop
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Poly-S: Analyzing and Improving Polytropon for Data-Efficient Multi-Task Learning Lucas Page-Caccia · Edoardo Maria Ponti · Liyuan Liu · Matheus Pereira · Nicolas Le Roux · Alessandro Sordoni |
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Workshop
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The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence Brando Miranda · Patrick Yu · Yu-Xiong Wang · Sanmi Koyejo |
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Poster
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Thu 14:00 |
Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization Long-Kai Huang · Ying Wei |
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Workshop
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Fri 13:00 |
Generalizable Semi-supervised Learning Strategies for Multiple Learning Tasks using 1-D Biomedical Signals Luca Cerny Oliveira · Zhengfeng Lai · Heather Siefkes · Chen-Nee Chuah |
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Workshop
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Testing geometric representation hypotheses from simulated place cell recordings Thibault Niederhauser · Adam Lester · Nina Miolane · Khanh Dao Duc · Manu Madhav |
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Workshop
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TASSAL: Task-Aware Semi-Supervised Active Learning Erick Chandra · Ramesh Manuvinakurike · Saurav Sahay · Sahisnu Mazumder · Ranganath Krishnan · Jane Yung-jen Hsu |
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Poster
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Thu 14:00 |
CLiMB: A Continual Learning Benchmark for Vision-and-Language Tasks Tejas Srinivasan · Ting-Yun Chang · Leticia Pinto Alva · Georgios Chochlakis · Mohammad Rostami · Jesse Thomason |
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Poster
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Thu 14:00 |
Assistive Teaching of Motor Control Tasks to Humans Megha Srivastava · Erdem Biyik · Suvir Mirchandani · Noah Goodman · Dorsa Sadigh |
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Workshop
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Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks Jesse Farebrother · Joshua Greaves · Rishabh Agarwal · Charline Le Lan · Ross Goroshin · Pablo Samuel Castro · Marc Bellemare |
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Workshop
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Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-Oriented Dialogue Systems Yihao Feng · Shentao Yang · Shujian Zhang · Jianguo Zhang · Caiming Xiong · Mingyuan Zhou · Huan Wang |
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Poster
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Wed 9:00 |
M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design hanxue liang · Zhiwen Fan · Rishov Sarkar · Ziyu Jiang · Tianlong Chen · Kai Zou · Yu Cheng · Cong Hao · Zhangyang Wang |