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cs.CV2026

AspectCLIP: Optimizing CLIP Representation Space via Aspect-Guided Consistency Regularization

Yiyang Yao, Shanglin Liu, Jianming Lv +4

The paper introduces AspectCLIP, a method that groups image-text pairs by shared textual aspects and applies consistency regularization within these groups to avoid forcing unrelat…