Domain Aligned CLIP for Few-shot Classification

no code implementations • 15 Nov 2023 • Muhammad Waleed Gondal, Jochen Gast, Inigo Alonso Ruiz, Richard Droste, Tommaso Macri, Suren Kumar, Luitpold Staudigl

Large vision-language representation learning models like CLIP have demonstrated impressive performance for zero-shot transfer to downstream tasks while largely benefiting from inter-modal (image-text) alignment via contrastive objectives.

Benchmarking Classification +3