What does CLIP know about a red circle? Visual prompt engineering for VLMs

Large-scale Vision-Language Models, such as CLIP, learn powerful image-text representations that have found numerous applications, from zero-shot classification to text-to-image generation. Despite that, their capabilities for solving novel discriminative tasks via prompting fall behind those of lar...

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Bibliografiske detaljer
Main Authors: Shtedritski, A, Rupprecht, C, Vedaldi, A
Format: Internet publication
Sprog:English
Udgivet: 2023