long-tailed-learning topic
Awesome-Realistic-Semi-Supervised-Learning
An awesome paper list of Semi-Supervised Learning under realistic settings.
DSSN
ACM MM 2023: Improving semi-supervised semantic segmentation with dual-level Siamese structure network
SHIKE
Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)
Saddle-LongTail
[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"
LMPT
[ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognition
Geometric-Harmonization
[NeurIPS 2023 Spotlight] Combating Representation Learning Disparity with Geometric Harmonization
ECL
[MICCAI 2023] ECL: Class-Enhancement Contrastive Learning for Long-tailed Skin Lesion Classification
MDCS
🔥MDCS: More Diverse Experts with Consistency Self-distillation for Long-tailed Recognition [Official, ICCV 2023]