Decision Boundary-aware Generation for Long-tailed Learning

arXiv:2605.01468v1 Announce Type: cross Abstract: Long-tailed data bias decision boundaries toward head classes and degrade tail class accuracy. Diffusion-based generative augmentation address this problem by generating additional data, while head-to-tail transfer further mitigate the generator...