Learning with Noisy Labels

PaperView - Learning to Learn from Noisy Labeled Data

PaperView - going over the paper -> "Li J, Wong Y, Zhao Q, Kankanhalli MS. Learning to learn from noisy labeled data. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2019 (pp. 5051-5059)."

PaperView - Which strategies matter for noisy label classification? Loss and Uncertainty

PaperView - going over the paper -> "Shin W, Ha JW, Li S, Cho Y, Song H, Kwon S. Which strategies matter for noisy label classification? insight into loss and uncertainty. arXiv preprint arXiv:2008.06218. 2020 Aug 14."

PaperView - Part-dependent Label Noise / Towards Instance-dependent Label Noise

PaperView - going over the paper titled "Xia, Xiaobo, et al. "Part-dependent label noise - Towards instance-dependent label noise." Advances in Neural Information Processing Systems 33 (2020), 7597-7610."