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7 Results
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Poster
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Wed 16:30 |
Learning from Noisy Labels via Conditional Distributionally Robust Optimization Hui GUO · Grace Yi · Boyu Wang |
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Poster
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Thu 16:30 |
Information-theoretic Limits of Online Classification with Noisy Labels Changlong Wu · Ananth Grama · Wojciech Szpankowski |
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Poster
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Thu 11:00 |
Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom Tri Nguyen · Shahana Ibrahim · Xiao Fu |
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Poster
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Wed 16:30 |
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods Jiamian Hu · Hong Yuanyuan · Yihua Chen · He Wang · Moriaki Yasuhara |
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Poster
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Thu 16:30 |
Sample Selection via Contrastive Fragmentation for Noisy Label Regression Chris Dongjoo Kim · Sangwoo Moon · Jihwan Moon · Dongyeon Woo · Gunhee Kim |
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Poster
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Fri 11:00 |
Vision-Language Models are Strong Noisy Label Detectors Tong Wei · Hao-Tian Li · ChunShu Li · Jiang-Xin Shi · Yu-Feng Li · Min-Ling Zhang |
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Workshop
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LEMoN: Label Error Detection using Multimodal Neighbors Haoran Zhang · Aparna Balagopalan · Nassim Oufattole · Hyewon Jeong · Yan Wu · Jiacheng Zhu · Marzyeh Ghassemi |