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concept erasure 1inference-time adaptation 1model safety 1multimodal attention 1orthogonal value decomposition 1visual generation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CV2026

Uni-AdaVD: Universal Concept Erasure for Visual Generation via Orthogonal Value Decomposition

Qifan Zhou, Yuan Wang, Yanbin Hao +4

The paper introduces Uni-AdaVD, an inference-time framework that removes unwanted concepts from visual generative models by orthogonalizing and shifting value representations, work…