CATA enables persistent continual unlearning in VLMs by sign-aware aggregation of unlearning task vectors to suppress conflicts that could revive forgotten knowledge.
Editing models with task arithmetic,
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CATA: Continual Machine Unlearning via Conflict-Averse Task Arithmetic
CATA enables persistent continual unlearning in VLMs by sign-aware aggregation of unlearning task vectors to suppress conflicts that could revive forgotten knowledge.