Search Results - RepositoryStats

14

108

mit

4

[ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift

icml subgroup benchmark icml-2023 subpopulation ood-robustness class-imbalance ood-generalization out-of-distribution subpopulation-shift domain-generalization spurious-correlations

Created 2023-02-22

19 commits to main branch, last one about a year ago

7

59

mit

4

Search lots of data sets for spurious correlations

hackathon data-mining terrible-hack spurious-correlations

Created 2016-03-25

116 commits to master branch, last one 4 years ago

1

30

mit

1

Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet

imagenet benchmark detection spurious-features spurious-imagenet spurious-correlations

Created 2022-12-07

57 commits to main branch, last one about a year ago

1

28

unknown

1

[NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization

feature-learning invariant-learning domain-generalization spurious-correlations out-of-distribution-generalization

Created 2023-10-30

8 commits to main branch, last one 8 months ago

2

26

mit

2

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

fairness shortcuts subpopulation generalization bias-mitigation medical-imaging nature-medicine shortcut-learning ood-generalization out-of-distribution algorithmic-fairness spurious-correlations

Created 2023-12-15

7 commits to main branch, last one 2 months ago