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Awesome-Realistic-Semi-Supervised-Learning RabbitBoss

11

103

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

LMPT richard-peng-xia

3

51

apache-2.0

2

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

prompt-tuning long-tailed-learning vision-language-model multi-label-image-classification

Created 2023-03-07

15 commits to main branch, last one 4 months ago

SHIKE jinyan-06

4

36

unknown

3

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

cvpr2023 imbalanced-learning long-tailed-learning long-tailed-recognition

Created 2022-11-11

71 commits to main branch, last one 9 months ago

DKL jiequancui

3

35

unknown

1

Decoupled Kullback-Leibler Divergence Loss (DKL), NeurIPS 2024

imagenet neurips2024 image-classification long-tailed-learning adversarial-robustness knowledge-distillation semi-supervised-learning kullback-leibler-divergence

Created 2023-05-18

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

MDCS fistyee

1

28

unknown

2

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

long-tailed-learning long-tailed-recognition

Created 2023-07-15

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

ECL zylbuaa

2

26

mit

2

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

contrastive-learning long-tailed-learning medical-image-analysis skin-disease-classifiction

Created 2023-07-08

9 commits to main branch, last one 8 months ago