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cs.CV2024★ 1 cited
ComAlign: Compositional Alignment in Vision-Language Models
Ali Abdollah, Amirmohammad Izadi, Armin Saghafian +5
Vision-language models (VLMs) like CLIP have showcased a remarkable ability to extract transferable features for downstream tasks. Nonetheless, the training process of these models…
cs.CV2024
Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP
Reza Abbasi, Mohammad Samiei, Mohammad Hossein Rohban +1
Vision-language models, such as CLIP, have shown promising Out-of-Distribution (OoD) generalization under various types of distribution shifts. Recent studies attempted to investig…