New Method Tackles Negation Failures in Frozen CLIP Vision-Language Models
A new arXiv paper proposes affirmative decomposition and evidence reflection to help frozen CLIP models correctly handle negated queries, such as 'a kitchen with no toaster', which currently match mentioned concepts regardless of negation.
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- 2026-11-13 05:00 · arXiv cs.CV
Saying No by Asking Yes: Affirmative Decomposition and Evidence Reflection for Frozen CLIP