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Poster
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Wed 18:30 |
Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations Jiaheng Wei · Zhaowei Zhu · Hao Cheng · Tongliang Liu · Gang Niu · Yang Liu |
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Poster
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Thu 10:30 |
Sample Selection with Uncertainty of Losses for Learning with Noisy Labels Xiaobo Xia · Tongliang Liu · Bo Han · Mingming Gong · Jun Yu · Gang Niu · Masashi Sugiyama |
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Poster
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Thu 2:30 |
Exploiting Class Activation Value for Partial-Label Learning Fei Zhang · Lei Feng · Bo Han · Tongliang Liu · Gang Niu · Tao Qin · Masashi Sugiyama |
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Poster
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Wed 18:30 |
Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization Can Wang · Sheng Jin · Yingda Guan · Wentao Liu · Chen Qian · Ping Luo · Wanli Ouyang |
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Poster
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Wed 18:30 |
Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels Wentao Zhang · Yexin Wang · Zhenbang You · Meng Cao · Ping Huang · Jiulong Shan · Zhi Yang · Bin CUI |
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Workshop
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Fri 12:45 |
Distribution-dependent generalization bounds for noisy, iterative learning algorithms Gintare Dziugaite |
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Poster
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Wed 18:30 |
Coherence-based Label Propagation over Time Series for Accelerated Active Learning Yooju Shin · Susik Yoon · Sundong Kim · Hwanjun Song · Jae-Gil Lee · Byung Suk Lee |
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Poster
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Tue 18:30 |
GLASS: GNN with Labeling Tricks for Subgraph Representation Learning Xiyuan Wang · Muhan Zhang |
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Poster
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Mon 18:30 |
An Information Fusion Approach to Learning with Instance-Dependent Label Noise Zhimeng Jiang · Kaixiong Zhou · Zirui Liu · Li Li · Rui Chen · Soo-Hyun Choi · Xia Hu |
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Poster
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Mon 18:30 |
On Non-Random Missing Labels in Semi-Supervised Learning Xinting Hu · Yulei Niu · Chunyan Miao · Xian-Sheng Hua · Hanwang Zhang |
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Workshop
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Fair Machine Learning under Limited Demographically Labeled Data Mustafa Ozdayi · Murat Kantarcioglu · Rishabh Iyer |
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Oral
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Mon 17:15 |
PiCO: Contrastive Label Disambiguation for Partial Label Learning Haobo Wang · Ruixuan Xiao · Yixuan Li · Lei Feng · Gang Niu · Gang Chen · Junbo Zhao |