noisy-labels topic

A curated list of resources for Learning with Noisy Labels

subeeshvasu

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cleanlab

Official Implementation of Early-Learning Regularization Prevents Memorization of Noisy Labels

shengliu66

A curated (most recent) list of resources for Learning with Noisy Labels

weijiaheng

Code for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels"

YisenWang

NeurIPS'19: Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting (Pytorch implementation for noisy labels).

xjtushujun

Noise-Tolerant Paradigm for Training Face Recognition CNNs [Official, CVPR 2019]

huangyangyu

[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels

HanxunH

[ICLR2021] Official Pytorch implementation of "When Optimizing f-Divergence is Robust with Label noise"

weijiaheng

ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels

chenpf1025