Not Just What's There: Enabling CLIP to Comprehend Negated Visual Descriptions Without Fine-tuning.

Sun, 01 Feb 2026 00:00:00 +0100

Junhao Xiao, Zhiyu Wu, Hao Lin, Yi Chen, Yahui Liu, Xiaoran Zhao, Zixu Wang, Zejiang He:
Not Just What's There: Enabling CLIP to Comprehend Negated Visual Descriptions Without Fine-tuning. CoRR abs/2602.21035 (2026)