CLIP Mechanistic Mode Connectivity, Robust Fine-Tuning, and Sharpness

Welcome to the official repository for reproducing the experiments from our papers:

1. Unveiling CLIP Dynamics: Linear Mode Connectivity and Generalization
   Authors: Alireza Abdollahpourrostam, Amartya Sanyal, Seyed-Mohsen Moosavi-Dezfooli

   🎯 Accepted at ICML 2024 Workshop on Foundation Models in the Wild!

2. In Search of the Successful Interpolation: On the Role of Sharpness in CLIP Generalization
   Author: Alireza Abdollahpoorrostam

   🎯 Accepted at NeurIPS 2024 Workshop New Frontiers in Adversarial Machine Learning!

⚠️ Code Coming Soon!
We are currently polishing our codebase to make it accessible and user-friendly for everyone. In the meantime, feel free to ⭐ star this repository to receive updates as soon as they are available.