Search Results - RepositoryStats

Awesome-Out-Of-Distribution-Detection huytransformer

71

867

cc0-1.0

37

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 2 months ago

RoboBEV Daniel-xsy

32

330

unknown

9

[TPAMI] 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 7 months ago

multi-domain-imbalance YyzHarry

15

130

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 2 years ago

SubpopBench YyzHarry

13

104

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

object-centric-library addtt

4

66

mit

3

Library for the training and evaluation of object-centric models (ICML 2022)

objects generalization object-centric distribution-shift ood-generalization unsupervised-learning representation-learning structured-representations

Created 2022-05-27

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

SAM-Deblur HPLQAQ

1

29

apache-2.0

2

Implementation of the paper SAM-Deblur: Let Segment Anything Boost Image Deblurring(ICASSP2024)

plug-and-play image-deblurring segment-anything image-restoration ood-generalization

Created 2023-08-31

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

shortcut-ood-fairness YyzHarry

2

25

mit

3

[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 about a month ago