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Workshop
Tue 15:59 Highly Efficient Representation and Active Learning Framework and Its Application to Imbalanced Medical Image Classification
Poster
Fri 8:30 Active Learning of Convex Halfspaces on Graphs
Maximilian Thiessen · Thomas Gaertner
Poster
Wed 16:30 Corruption Robust Active Learning
Yifang Chen · Simon Du · Kevin Jamieson
Spotlight
Online Active Learning with Surrogate Loss Functions
Giulia DeSalvo · Claudio Gentile · Tobias Sommer Thune
Poster
Wed 16:30 Teaching an Active Learner with Contrastive Examples
Chaoqi Wang · Adish Singla · Yuxin Chen
Poster
Thu 0:30 Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable
Tian-Zuo Wang · Zhi-Hua Zhou
Poster
Fri 8:30 Online Active Learning with Surrogate Loss Functions
Giulia DeSalvo · Claudio Gentile · Tobias Sommer Thune
Poster
Thu 8:30 Neural Bootstrapper
Minsuk Shin · Hyungjoo Cho · Hyun-seok Min · Sungbin Lim
Workshop
Reducing redundancy in Semantic-KITTI: Study on data augmentations within Active Learning
Alexandre Almin · Anh Duong · Léo Lemarié · Ravi Kiran
Poster
Thu 8:30 Shaping embodied agent behavior with activity-context priors from egocentric video
Tushar Nagarajan · Kristen Grauman
Poster
Thu 0:30 Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection
Sunghyeon Woo · Jeongwoo Park · Jiwoo Hong · Dongsuk Jeon
Poster
Fri 8:30 Learning with Labeling Induced Abstentions
Kareem Amin · Giulia DeSalvo · Afshin Rostamizadeh