How (Mis)calibrated is your Federated CLIP and what to do about it?

Mainak Singha, Masih Aminbeidokhti, Paolo Casari +3

Vision-language models (VLMs) such as CLIP are increasingly adapted across decentralized data silos, yet the reliability of their predictions under federated learning (FL) remains…