45 skills found · Page 1 of 2
YyzHarry / SubpopBench[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift
trishume / DayderSearch lots of data sets for spurious correlations
xijiz / CfgenImplementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".
Wuyxin / DISC(ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation
facebookresearch / Pitfalls Of MemorizationUnderstanding the interplay between memorization and generalization in neural networks, featuring MAT, a learning algorithm to enhance robustness by mitigating spurious correlations.
YanNeu / Spurious ImagenetSpurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
Stanford-AIMI / RaVL[NeurIPS 2024] RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
ssagawa / Overparam Spur CorrAn Investigation of Why Overparameterization Exacerbates Spurious Correlations
LFhase / FeAT[NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization
YyzHarry / Shortcut Ood Fairness[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
BigML-CS-UCLA / SpuCoSpuCo is a Python package developed to further research to address spurious correlations.
hhexiy / DebiasedLearn models that are robust to spurious correlations in the dataset.
YuYang0901 / CLIP Spurious FinetuneMitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)
shengliu66 / LCOfficial Implementation of Avoiding spurious correlations via logit correction
OPTML-Group / VLM Safety UnlearnSafety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning
violet-zct / Group Conditional DROGroup-conditional DRO to alleviate spurious correlations
tianlu-wang / Identifying And Mitigating Spurious Correlations For Improving Robustness In NLP ModelsNAACL 2022 Findings
Y-Research-SBU / SilentMajorityOfficial Repository for Spurious Memorization - Nature Communications 2025
lifu-tu / Study NLP RobustnessCode for TACL 2020 paper "An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models"
yangarbiter / Rare Spurious CorrelationUnderstanding Rare Spurious Correlations in Neural Network
