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Tackling Noisy Labels With Network Parameter Additive Decomposition.
Wang J, Xia X, Lan L, Wu X, Yu J, Yang W, Han B, Liu T. Wang J, et al. Among authors: han b. IEEE Trans Pattern Anal Mach Intell. 2024 Mar 28;PP. doi: 10.1109/TPAMI.2024.3382138. Online ahead of print. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 38546996
Extended T: Learning With Mixed Closed-Set and Open-Set Noisy Labels.
Xia X, Han B, Wang N, Deng J, Li J, Mao Y, Liu T. Xia X, et al. Among authors: han b. IEEE Trans Pattern Anal Mach Intell. 2023 Mar;45(3):3047-3058. doi: 10.1109/TPAMI.2022.3180545. Epub 2023 Feb 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35675234
A Parametrical Model for Instance-Dependent Label Noise.
Yang S, Wu S, Yang E, Han B, Liu Y, Xu M, Niu G, Liu T. Yang S, et al. Among authors: han b. IEEE Trans Pattern Anal Mach Intell. 2023 Dec;45(12):14055-14068. doi: 10.1109/TPAMI.2023.3301876. Epub 2023 Nov 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37540612
Regularly Truncated M-Estimators for Learning With Noisy Labels.
Xia X, Lu P, Gong C, Han B, Yu J, Yu J, Liu T. Xia X, et al. Among authors: han b. IEEE Trans Pattern Anal Mach Intell. 2024 May;46(5):3522-3536. doi: 10.1109/TPAMI.2023.3347850. Epub 2024 Apr 3. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 38153827
Class-Wise Denoising for Robust Learning Under Label Noise.
Gong C, Ding Y, Han B, Niu G, Yang J, You J, Tao D, Sugiyama M. Gong C, et al. Among authors: han b. IEEE Trans Pattern Anal Mach Intell. 2023 Mar;45(3):2835-2848. doi: 10.1109/TPAMI.2022.3178690. Epub 2023 Feb 3. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 35635808
Latent Class-Conditional Noise Model.
Yao J, Han B, Zhou Z, Zhang Y, Tsang IW. Yao J, et al. Among authors: han b. IEEE Trans Pattern Anal Mach Intell. 2023 Aug;45(8):9964-9980. doi: 10.1109/TPAMI.2023.3247629. Epub 2023 Jun 30. IEEE Trans Pattern Anal Mach Intell. 2023. PMID: 37027688
9,375 results