long-tailed-learning topic

List long-tailed-learning repositories
trafficstars

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

DSSN

17
Stars
1
Forks
Watchers

ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network

SHIKE

34
Stars
4
Forks
Watchers

Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)

Saddle-LongTail

22
Stars
3
Forks
Watchers

[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"

LMPT

51
Stars
2
Forks
Watchers

[ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition

Geometric-Harmonization

20
Stars
3
Forks
Watchers

[NeurIPS 2023 Spotlight] Combating Representation Learning Disparity with Geometric Harmonization

ECL

24
Stars
2
Forks
Watchers

[MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification

MDCS

26
Stars
1
Forks
Watchers

🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]