TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency

Ahmed Imteaj, Md Zarif Hossain, Saika Zaman +1

The rapid advancement and increasing complexity of pretrained models, exemplified by CLIP, offer significant opportunities as well as challenges for Federated Learning (FL), a crit…