2026
Risk-Bounded Distribution Reconstruction: Stable Statistic Calibration for Long-Tailed Recognition
ICML 2026poster
Long-tailed recognition suffers from extreme class imbalance, where scarce tail data leads to biased and fragile feature distributions that exacerbate confusion with semantically or visually similar classes. Prior feature-space reconstruction methods transfer head-class structure or train conditiona…