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Awesome-Out-Of-Distribution-Detection huytransformer

69

838

cc0-1.0

36

Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, books, videos, articles and open-source libraries etc

anomaly awesome open-set open-world robustness awesome-lists ood-detection ood-robustness anomaly-detection novelty-detection outlier-detection ood-generalization distribution-shifts open-world-learning out-of-distribution open-set-recognition out-of-distribution-detection out-of-distribution-robustness out-of-distribution-generalization

Created 2023-08-07

77 commits to main branch, last one about a month ago

RoboBEV Daniel-xsy

32

338

unknown

10

RoboBEV: Towards Robust Bird's Eye View Perception under Common Corruption and Domain Shift

3d-detection bird-eye-view autonomous-driving ood-generalization

Created 2022-12-16

545 commits to master branch, last one 6 months ago

multi-domain-imbalance YyzHarry

15

129

mit

4

[ECCV 2022] Multi-Domain Long-Tailed Recognition, Imbalanced Domain Generalization, and Beyond

ood eccv eccv-2022 imbalance long-tail multi-domain deep-learning imbalanced-data domain-adaptation ood-generalization imbalanced-learning domain-generalization multi-domain-learning long-tailed-recognition imbalanced-classification

Created 2022-03-17

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

SubpopBench YyzHarry

13

102

mit

5

[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