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