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Poster
Thu 9:00 A Characterization of Semi-Supervised Adversarially Robust PAC Learnability
Idan Attias · Steve Hanneke · Yishay Mansour
Poster
Tue 14:00 Scalable Neural Video Representations with Learnable Positional Features
Subin Kim · Sihyun Yu · Jaeho Lee · Jinwoo Shin
Poster
PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points
Jing Tan · Xiaotong Zhao · Xintian Shi · Bin Kang · Limin Wang
Poster
Tue 9:00 Is Out-of-Distribution Detection Learnable?
Zhen Fang · Yixuan Li · Jie Lu · Jiahua Dong · Bo Han · Feng Liu
Poster
Tue 9:00 On Robust Multiclass Learnability
Jingyuan Xu · Weiwei Liu
Poster
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
Poster
Tue 9:00 A Theory of PAC Learnability under Transformation Invariances
Han Shao · Omar Montasser · Avrim Blum
Poster
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
Poster
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
Poster
Wed 14:00 BayesPCN: A Continually Learnable Predictive Coding Associative Memory
Jinsoo Yoo · Frank Wood
Poster
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
Poster
Tue 14:00 Multiclass Learnability Beyond the PAC Framework: Universal Rates and Partial Concept Classes
Alkis Kalavasis · Grigoris Velegkas · Amin Karbasi