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Poster
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Tue 9:00
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Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
Jannik Kossen · Sebastian Farquhar · Yarin Gal · Thomas Rainforth
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Poster
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Label-invariant Augmentation for Semi-Supervised Graph Classification
Han Yue · Chunhui Zhang · Chuxu Zhang · Hongfu Liu
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Poster
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Thu 14:00
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Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels
Ming-Kun Xie · Jiahao Xiao · Sheng-Jun Huang
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Workshop
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Layover Intermediate Layer for Multi-Label Classification in Efficient Transfer Learning
Seongha Eom · Taehyeon Kim · Se-Young Yun
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Poster
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Tue 14:00
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Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization
De Cheng · Yixiong Ning · Nannan Wang · Xinbo Gao · Heng Yang · Yuxuan Du · Bo Han · Tongliang Liu
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Poster
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Wed 14:00
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ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
Nilesh Gupta · Patrick Chen · Hsiang-Fu Yu · Cho-Jui Hsieh · Inderjit Dhillon
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Poster
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Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning
Shikun Li · Xiaobo Xia · Hansong Zhang · Yibing Zhan · Shiming Ge · Tongliang Liu
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Poster
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Thu 9:00
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DualCoOp: Fast Adaptation to Multi-Label Recognition with Limited Annotations
Ximeng Sun · Ping Hu · Kate Saenko
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Poster
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Unsupervised Domain Adaptation for Semantic Segmentation using Depth Distribution
Quanliang Wu · Huajun Liu
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Workshop
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Learn Complementary Pseudo-label for Source-free Domain Adaptive Medical Segmentation
Wanqing Xie · Mingzhen Li · Jinzhou Wu · Yongsong HUANG · Yuanyuan Bu · Jane You · Xiaofeng Liu
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Poster
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Tue 14:00
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Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
Dong Hoon Lee · Sungik Choi · Hyunwoo Kim · Sae-Young Chung
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Poster
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MVP-N: A Dataset and Benchmark for Real-World Multi-View Object Classification
REN WANG · Jiayue Wang · Tae Sung Kim · JINSUNG KIM · Hyuk-Jae Lee
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