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cs.CV2026
CleanVideo: Adaptive Concept Erasure for Text-to-Video Diffusion Models
Junchi Liao, Hongji Li, Wenrui Zhou +1
Concept erasure aims to selectively eliminate undesired visual semantics from pre-trained generative models without compromising their general utility. Extending concept erasure fr…
cs.CV2026
VISTA: Auditing Semantic Divergence in Vision-Language Models
Junchi Liao, Jiawen Deng, Fuji Ren
Vision-language models can exhibit visual concept-conditioned divergence: given images containing demographic features, corporate logos, or ideological symbols, some models produce…