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Poster
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Thu 9:00 |
A Characterization of Semi-Supervised Adversarially Robust PAC Learnability Idan Attias · Steve Hanneke · Yishay Mansour |
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Poster
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Tue 14:00 |
Scalable Neural Video Representations with Learnable Positional Features Subin Kim · Sihyun Yu · Jaeho Lee · Jinwoo Shin |
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Poster
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PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points Jing Tan · Xiaotong Zhao · Xintian Shi · Bin Kang · Limin Wang |
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Poster
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Tue 9:00 |
Is Out-of-Distribution Detection Learnable? Zhen Fang · Yixuan Li · Jie Lu · Jiahua Dong · Bo Han · Feng Liu |
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Poster
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Tue 9:00 |
On Robust Multiclass Learnability Jingyuan Xu · Weiwei Liu |
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Poster
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Tue 9:00 |
LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward Daejin Jo · Sungwoong Kim · Daniel Nam · Taehwan Kwon · Seungeun Rho · Jongmin Kim · Donghoon Lee |
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Poster
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Tue 9:00 |
A Theory of PAC Learnability under Transformation Invariances Han Shao · Omar Montasser · Avrim Blum |
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Poster
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Thu 14:00 |
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? Yibo Yang · Shixiang Chen · Xiangtai Li · Liang Xie · Zhouchen Lin · Dacheng Tao |
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Poster
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Thu 9:00 |
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts Maria-Florina Balcan · Siddharth Prasad · Tuomas Sandholm · Ellen Vitercik |
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Poster
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Wed 14:00 |
BayesPCN: A Continually Learnable Predictive Coding Associative Memory Jinsoo Yoo · Frank Wood |
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Poster
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Tue 14:00 |
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks Renan A. Rojas-Gomez · Teck-Yian Lim · Alex Schwing · Minh Do · Raymond A. Yeh |
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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 |