arxivcs.CVcs.LG2026-07-07
Association Restoration Test: Revealing Restorable Shortcuts after Unlearning
Association unlearning aims to disable learned label-attribute shortcuts while preserving task performance. Existing evaluations mainly measure output-level robustness or probe whether shortcut attributes remain readable in frozen features, but neither test determines whether a r…