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Workshop
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Certifiable Metric One Class Learning with adversarially trained Lipschitz Classifier
Louis Béthune · Mathieu Serrurier
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Poster
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Tue 14:00
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Training Uncertainty-Aware Classifiers with Conformalized Deep Learning
Bat-Sheva Einbinder · Yaniv Romano · Matteo Sesia · Yanfei Zhou
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Poster
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Thu 14:00
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Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification
Jian Yang · Kai Zhu · Kecheng Zheng · Yang Cao
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Poster
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Tue 14:00
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Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
Zekang Zhang · Guangyu Gao · Zhiyuan Fang · Jianbo Jiao · Yunchao Wei
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Poster
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Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class
Guan Gui · Zhen Zhao · Lei Qi · Luping Zhou · Lei Wang · Yinghuan Shi
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Poster
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Wed 9:00
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Best of Both Worlds Model Selection
Aldo Pacchiano · Christoph Dann · Claudio Gentile
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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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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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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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Wed 14:00
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Continual Learning with Evolving Class Ontologies
Zhiqiu Lin · Deepak Pathak · Yu-Xiong Wang · Deva Ramanan · Shu Kong
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Poster
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Tue 14:00
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Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes
Alkis Kalavasis · Grigoris Velegkas · Amin Karbasi
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