2026
Stake the Points: Structure-Faithful Instance Unlearning
CVPR 2026
Machine unlearning (MU) addresses privacy risks in pretrained models. The main goal of MU is to remove the influence of designated data while preserving the utility of retained knowledge. Achieving this goal requires preserving semantic relations among retained instances, which existing studies ofte