Retrieval Geometry Shapes Cache-Based Clip Adaptation

Mahir Shahriar Tamim, Md. Samiul Alim, Azmine Toushik Wasi +5

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 large…