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

Guofeng Mei, Bin Ren, Qinfeng Xiao +8

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…