Abstract: Pre-trained vision-language (V-L) models such as CLIP have shown excellent generalization ability to downstream tasks. However, they are sensitive to the choice of input text prompts and ...

The release utilizes the open-source project JSpecify for null safety and features a more modular architecture to simplify ...