134 related articles for article (PubMed ID: 36136922)
1. A Convergence Path to Deep Learning on Noisy Labels.
Liu D; Tsang IW; Yang G
IEEE Trans Neural Netw Learn Syst; 2024 Apr; 35(4):5170-5182. PubMed ID: 36136922
[TBL] [Abstract][Full Text] [Related]
2. Bayesian statistics-guided label refurbishment mechanism: Mitigating label noise in medical image classification.
Gao M; Feng X; Geng M; Jiang Z; Zhu L; Meng X; Zhou C; Ren Q; Lu Y
Med Phys; 2022 Sep; 49(9):5899-5913. PubMed ID: 35678232
[TBL] [Abstract][Full Text] [Related]
3. Meta-probability Weighting for Improving Reliability of DNNs to Label Noise.
Wang Z; Jin S; Li L; Dong Y; HuSenior Member Q
IEEE J Biomed Health Inform; 2023 Jan; PP():. PubMed ID: 37021899
[TBL] [Abstract][Full Text] [Related]
4. Robust co-teaching learning with consistency-based noisy label correction for medical image classification.
Zhu M; Zhang L; Wang L; Li D; Zhang J; Yi Z
Int J Comput Assist Radiol Surg; 2023 Apr; 18(4):675-683. PubMed ID: 36437387
[TBL] [Abstract][Full Text] [Related]
5. CoDC: Accurate Learning with Noisy Labels via Disagreement and Consistency.
Dong Y; Li J; Wang Z; Jia W
Biomimetics (Basel); 2024 Feb; 9(2):. PubMed ID: 38392138
[TBL] [Abstract][Full Text] [Related]
6. Suppressing label noise in medical image classification using mixup attention and self-supervised learning.
Gao M; Jiang H; Hu Y; Ren Q; Xie Z; Liu J
Phys Med Biol; 2024 May; 69(10):. PubMed ID: 38636495
[TBL] [Abstract][Full Text] [Related]
7. On Robustness of Neural Architecture Search Under Label Noise.
Chen YW; Song Q; Liu X; Sastry PS; Hu X
Front Big Data; 2020; 3():2. PubMed ID: 33693377
[TBL] [Abstract][Full Text] [Related]
8. Noisy Label Learning With Provable Consistency for a Wider Family of Losses.
Liu D; Li W; Duan L; Tsang IW; Yang G
IEEE Trans Pattern Anal Mach Intell; 2023 Nov; 45(11):13536-13552. PubMed ID: 37459268
[TBL] [Abstract][Full Text] [Related]
9. Typicality- and instance-dependent label noise-combating: a novel framework for simulating and combating real-world noisy labels for endoscopic polyp classification.
Gao Y; Fu J; Wang Y; Guo Y
Vis Comput Ind Biomed Art; 2024 May; 7(1):10. PubMed ID: 38709353
[TBL] [Abstract][Full Text] [Related]
10. Invariant feature based label correction for DNN when Learning with Noisy Labels.
Deng L; Yang B; Kang Z; Xiang Y
Neural Netw; 2024 Apr; 172():106137. PubMed ID: 38309136
[TBL] [Abstract][Full Text] [Related]
11. MetaLabelNet: Learning to Generate Soft-Labels From Noisy-Labels.
Algan G; Ulusoy I
IEEE Trans Image Process; 2022; 31():4352-4362. PubMed ID: 35731778
[TBL] [Abstract][Full Text] [Related]
12. Improving robustness of a deep learning-based lung-nodule classification model of CT images with respect to image noise.
Gao Y; Xiong J; Shen C; Jia X
Phys Med Biol; 2021 Dec; 66(24):. PubMed ID: 34818638
[No Abstract] [Full Text] [Related]
13. Deep Learning from Noisy Image Labels with Quality Embedding.
Yao J; Wang J; Tsang IW; Zhang Y; Sun J; Zhang C; Zhang R
IEEE Trans Image Process; 2018 Oct; ():. PubMed ID: 30369444
[TBL] [Abstract][Full Text] [Related]
14. Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications.
Zhou X; Liu X; Zhai D; Jiang J; Ji X
IEEE Trans Pattern Anal Mach Intell; 2023 Jul; 45(7):8094-8109. PubMed ID: 37022833
[TBL] [Abstract][Full Text] [Related]
15. Sample self-selection using dual teacher networks for pathological image classification with noisy labels.
Han G; Guo W; Zhang H; Jin J; Gan X; Zhao X
Comput Biol Med; 2024 May; 174():108489. PubMed ID: 38640633
[TBL] [Abstract][Full Text] [Related]
16. P-DIFF+: Improving learning classifier with noisy labels by Noisy Negative Learning loss.
Zhao Q; Hu W; Huang Y; Zhang F
Neural Netw; 2021 Dec; 144():1-10. PubMed ID: 34418693
[TBL] [Abstract][Full Text] [Related]
17. Learning With Auxiliary Less-Noisy Labels.
Duan Y; Wu O
IEEE Trans Neural Netw Learn Syst; 2017 Jul; 28(7):1716-1721. PubMed ID: 27071201
[TBL] [Abstract][Full Text] [Related]
18. Deep learning with noisy labels: Exploring techniques and remedies in medical image analysis.
Karimi D; Dou H; Warfield SK; Gholipour A
Med Image Anal; 2020 Oct; 65():101759. PubMed ID: 32623277
[TBL] [Abstract][Full Text] [Related]
19. 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
IEEE Trans Pattern Anal Mach Intell; 2023 Mar; 45(3):2835-2848. PubMed ID: 35635808
[TBL] [Abstract][Full Text] [Related]
20. Bayesian DivideMix++ for Enhanced Learning with Noisy Labels.
Nagarajan B; Marques R; Aguilar E; Radeva P
Neural Netw; 2024 Apr; 172():106122. PubMed ID: 38244356
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]