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57

446

unknown

20

A list of papers that studies Novel Class Discovery

ncd papers awesome-list deep-learning class-discovery novel-categories novel-class-discovery

Created 2021-12-07

209 commits to main branch, last one 3 months ago

10

136

unknown

4

PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)

clustering incremental-learning novel-class-discovery self-supervised-learning semi-supervised-learning open-world-semi-supervised-learning

Created 2022-07-10

27 commits to main branch, last one 3 months ago

2

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mit

4

Code release for Your “On-the-fly Category Discovery (CVPR 2023)”

open-world novel-class deep-learning novel-categories novel-class-discovery novel-category-discovery

Created 2023-03-13

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

3

38

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

1

33

mit

3

Official code for CVPR 2024 paper "Active Generalized Category Discovery"

active-learning machine-learning novel-class-discovery open-world-classification

Created 2024-03-06

32 commits to main branch, last one 2 months ago