ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder
arXiv CS.CV
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Generative AI
AI Research
The original CLIP text encoder is limited by a maximum input length of 77 tokens, which hampers its ability to effectively process long texts and perform fine-grained semantic understanding. All these limitations significantly restrict its applicability across a broader range of tasks.