OT Cleaner: Label Correction as Optimal Transport

Author:

Xia Jun1,Tan Cheng2,Wu Lirong2,Xu Yongjie2,Li Stan Z.2

Affiliation:

1. Zhejiang University,Hangzhou,China,310058

2. Westlake University,School of Engineering,AI Lab,Hangzhou,China,310024

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference22 articles.

1. Dimensionality-driven learning with noisy labels;ma;arXiv preprint arXiv 1806 02612,2018

2. Towards robust graph neural networks against label noise;xia,2021

3. Sinkhorn distances: Lightspeed computation of optimal transport;cuturi;Advances in neural information processing systems,2013

4. Combating Noisy Labels by Agreement: A Joint Training Method with Co-Regularization

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2. MocGCL: Molecular Graph Contrastive Learning via Negative Selection;2023 International Joint Conference on Neural Networks (IJCNN);2023-06-18

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4. GNN Cleaner: Label Cleaner for Graph Structured Data;IEEE Transactions on Knowledge and Data Engineering;2023

5. SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation;Proceedings of the ACM Web Conference 2022;2022-04-25

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