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38 Results
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Poster
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Wed 9:00 |
Best of Both Worlds Model Selection Aldo Pacchiano · Christoph Dann · Claudio Gentile |
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Workshop
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On Representation Learning Under Class Imbalance Ravid Shwartz-Ziv · Micah Goldblum · Yucen Li · C. Bayan Bruss · Andrew Gordon Wilson |
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Workshop
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Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning Zhendong Wang · jonathan j hunt · Mingyuan Zhou |
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Poster
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Provable General Function Class Representation Learning in Multitask Bandits and MDP Rui Lu · Andrew Zhao · Simon Du · Gao Huang |
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Workshop
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Deep Class-Conditional Gaussians for Continual Learning Thomas Lee · Amos Storkey |
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Poster
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Tue 9:00 |
Retrospective Adversarial Replay for Continual Learning Lilly Kumari · Shengjie Wang · Tianyi Zhou · Jeff A Bilmes |
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Poster
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Tue 14:00 |
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences Ting-An Chen · De-Nian Yang · Ming-syan Chen |
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Poster
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Tue 14:00 |
Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes Alkis Kalavasis · Grigoris Velegkas · Amin Karbasi |
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Poster
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Wed 14:00 |
Continual Learning with Evolving Class Ontologies Zhiqiu Lin · Deepak Pathak · Yu-Xiong Wang · Deva Ramanan · Shu Kong |
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Workshop
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TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information Suraj Kothawade · Saikat Ghosh · Sumit Shekhar · Yu Xiang · Rishabh Iyer |
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Poster
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Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation Yixiong Zou · Shanghang Zhang · Yuhua Li · Ruixuan Li |
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Poster
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Wed 9:00 |
Multi-Class -Consistency Bounds Pranjal Awasthi · Anqi Mao · Mehryar Mohri · Yutao Zhong |