LEAF

Levenshtein Efficient Adversarial Finetuning for creating a robust CLIP text encoder.

Levenshtein Efficient Adversarial Finetuning (LEAF) for a robust CLIP text encoder resilient to character-level perturbations. Combined with FARE (robust image encoder) for dual-domain robustness. Pre-trained models on HuggingFace; provides training and evaluation procedures.