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…