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Enhancing Label Sharing Efficiency in Complementary-Label Learning with Label Augmentation


May 15, 2023
Wei-I Lin, Gang Niu, Hsuan-Tien Lin, Masashi Sugiyama

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CLCIFAR: CIFAR-Derived Benchmark Datasets with Human Annotated Complementary Labels


May 15, 2023
Hsiu-Hsuan Wang, Wei-I Lin, Hsuan-Tien Lin

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Reduction from Complementary-Label Learning to Probability Estimates


Sep 20, 2022
Wei-I Lin, Hsuan-Tien Lin

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Active Refinement for Multi-Label Learning: A Pseudo-Label Approach


Sep 29, 2021
Cheng-Yu Hsieh, Wei-I Lin, Miao Xu, Gang Niu, Hsuan-Tien Lin, Masashi Sugiyama

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* A preliminary version appeared in the Workshop on Learning from Limited Labeled Data @ ICLR 2019 

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