weijiaheng

docta

A Doctor for your data

cifar-10-100n

Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.

negative-label-smoothing

[ICML2022 Long Talk] Official Pytorch implementation of "To Smooth or Not? When Label Smoothing Meets Noisy Labels"

Advances-in-Label-Noise-Learning

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

CHALE

Controlled HALlucination-Evaluation (CHALE) Question-Answering Dataset

Credible-sample-elicitation

[AISTATS2021] Official implementation of "Sample Elicitation"

Drops

[ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"

Model-Elicitation

[DAI 2023] Official Pytorch implementation of "Auditing for federated learning: A model elicitation approach"

Multi-class-Peer-Loss-functions

Learning with Noisy Labels by adopting a peer prediction loss function (deep learning & multi-class version).

Robust-f-divergence-measures

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

weijiaheng/Advances-in-Label-Noise-Learning

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

weijiaheng/Robust-f-divergence-measures

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

weijiaheng/Drops

[ICLR 2023] Official Tensorflow implementation of "Distributionally Robust Post-hoc Classifiers under Prior Shifts"

weijiaheng/Credible-sample-elicitation

[AISTATS2021] Official implementation of "Sample Elicitation"

weijiaheng/Multi-class-Peer-Loss-functions

Learning with Noisy Labels by adopting a peer prediction loss function (deep learning & multi-class version).

weijiaheng/CHALE

Controlled HALlucination-Evaluation (CHALE) Question-Answering Dataset

weijiaheng/Model-Elicitation

[DAI 2023] Official Pytorch implementation of "Auditing for federated learning: A model elicitation approach"

weijiaheng/deep_feature_reweighting

weijiaheng/google-research

Google Research

weijiaheng/weijiaheng.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

weijiaheng/SimiFeat