Decoding Long-CLIP: Understand the Power of Zero-Shot Classification

In this article, we present Long-CLIP, a fine-tuning method for CLIP that maintains original capabilities through two new strategies: (1) preserving knowledge via positional embedding stretching and (2) matching CLIP features' primary components efficiently.

article artificial intelligence capabilities classification clip components decoding embedding features fine-tuning knowledge nlp power strategies through via zero-shot zero shot learning