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Retrieval Geometry Shapes Cache-Based Clip Adaptation

Tamim, Mahir Shahriar et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Cache-based test-time adaptation improves CLIP predictions by storing and retrieving examples from the target stream while keeping the model frozen. However, existing methods largely treat the feature space used for image-image retrieval as fixed, leaving open how much adaptation depends on the retr
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