Boyun Eom

FedVAR: Prototype-aligned federated framework for Video Anomaly Recognition

FedVAR is introduced, a weakly-supervised FL framework explicitly designed for VAR that employs a prototype-based alignment mechanism that creates a shared semantic anchor for all clients to re-center and align their visual and textual feature spaces, establishing a robust framework for distributed intelligence in vide...