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Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning.

, , , , , and . NeurIPS, (2022)

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Instance Correction for Learning with Open-set Noisy Labels., , , , , , and . CoRR, (2021)Harnessing Out-Of-Distribution Examples via Augmenting Content and Style., , , , , , and . CoRR, (2022)VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence., , , , , , , , , and 32 other author(s). CoRR, (2023)Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization., , , , , , , , and . CVPR, page 16175-16185. IEEE, (2023)Sample Selection with Uncertainty of Losses for Learning with Noisy Labels., , , , , , and . ICLR, OpenReview.net, (2022)Mitigating Label Noise on Graph via Topological Sample Selection., , , , , , and . CoRR, (2024)Kernel Mean Estimation by Marginalized Corrupted Distributions., , , , , , and . CoRR, (2021)Tackling Noisy Labels With Network Parameter Additive Decomposition., , , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 46 (9): 6341-6354 (September 2024)Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels., , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 11285-11295. PMLR, (2021)Holistic Label Correction for Noisy Multi-Label Classification., , , , , , and . ICCV, page 1483-1493. IEEE, (2023)