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Awesome-Out-Of-Distribution-Detection huytransformer

70

849

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

Awesome-Realistic-Semi-Supervised-Learning RabbitBoss

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104

unknown

2

An awesome paper list of Semi-Supervised Learning under realistic settings.

deep-learning open-world-learning long-tailed-learning open-set-classification semi-supervised-learning open-world-semi-supervised-learning

Created 2023-03-02

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

TRSSL nayeemrizve

3

39

mit

1

"Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)

pytorch clustering open-world uncertainty deep-learning sinkhorn-knopp pseudo-labeling machine-learning optimal-transport open-world-learning novel-class-discovery semi-supervised-learning open-world-semi-supervised-learning

Created 2022-07-20

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