Long Tail Classification and Class Imbalance

Evaluation

Sampling

Class Weighing

Calibration

Papers

• Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-tailed Learning (2022-08-22) [ECCV Oral]
  • https://github.com/SiLangWHL/vMF-OP
  • https://github.com/VipaiLab/vMF_OP
• GitHub - FlamieZhu/Balanced-Contrastive-Learning: Code Release for “Balanced Contrastive Learning for Long-Tailed Visual Recognition”
• GitHub - kostas1515/iif: Inverse Image Frequency for long-tailed image recognition. Preprint available at: https://arxiv.org/abs/2209.04861