Part-level Multi-labeling

[CVPR2024] This is the implementation of the paper: Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning.

Requirements

Python 3.8.13
Pytorch 1.10.0
torchvision 0.11.0
cudatoolkit 11.3.1
easydict 1.9
scikit-learn 1.0.2

Training

Demo for CIFAR10

python lnl.py --ds cifar-10

Reference

• https://github.com/kekmodel/FixMatch-pytorch.git
• https://github.com/wvangansbeke/Unsupervised-Classification.git
• https://lfeng-ntu.github.io/codedata.html
• https://github.com/xuefeng-li1/Provably-end-to-end-label-noise-learning-without-anchor-points.git
• https://zhuanlan.zhihu.com/p/417153633