CLAY reframes pretrained VLM embedding spaces as text-conditional similarity spaces for adaptive, multi-conditioned image retrieval without additional training.
Analyzing clip’s performance limitations in multi-object scenarios: A controlled high-resolution study
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CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space
CLAY reframes pretrained VLM embedding spaces as text-conditional similarity spaces for adaptive, multi-conditioned image retrieval without additional training.