FedCKA: Representation-Guided Layer Personalization for Federated 3D Perception Across Driving Domains

Jolle Verhoog, Ali Burak Ünal, Holger Caesar

Robust perception in intelligent vehicles demands 3D object detectors that remain dependable under domain shifts, such as changes in time of day, location, or weather. However, due…