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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…
cs.CV2024
SSP: A Simple and Safe automatic Prompt engineering method towards realistic image synthesis on LVM
Weijin Cheng, Jianzhi Liu, Jiawen Deng +1
Recently, text-to-image (T2I) synthesis has undergone significant advancements, particularly with the emergence of Large Language Models (LLM) and their enhancement in Large Vision…