Sungyeon Kim*

Efficient and Versatile Robust Fine-Tuning of Zero-shot Models

"Large-scale image-text pre-trained models enable zero-shot classification and provide consistent accuracy across various data distributions. Nonetheless, optimizing these models in downstream tasks typically requires fine-tuning, which reduces generalization to out-of-distribution (OOD) data and de…