Dohyeong Kim

Mitigating Sequential Reappearance in Diffusion Data-Point Unlearning

A target-level evaluation protocol is introduced that tracks whether each target is forgotten immediately, remains forgotten at the end of the sequence, or reappears during subsequent deletions, and finds that targets that later reappear exhibit sharper local denoising-loss geometry after deletion than targets that rem...