Towards Calibrated Robust Fine-Tuning of Vision-Language Models

no code implementations • 3 Nov 2023 • Changdae Oh, Hyesu Lim, Mijoo Kim, Dongyoon Han, Sangdoo Yun, Jaegul Choo, Alexander Hauptmann, Zhi-Qi Cheng, Kyungwoo Song

Improving out-of-distribution (OOD) generalization through in-distribution (ID) adaptation is a primary goal of robust fine-tuning methods beyond the naive fine-tuning approach.

Autonomous Driving Medical Diagnosis