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most citedSharing Key Semantics in Transformer Makes Efficient Image Restoration

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cs.CV2025

Parameter-Efficient CLIP Adaptation for 3D Understanding via Unified Tokenization

Guofeng Mei, Qinfeng Xiao, Bin Ren +7

Vision-language models, such as CLIP, encode rich semantic knowledge through large-scale image-text pretraining. Reusing these models for 3D understanding is highly desirable, beca…