Faster-HEAL: An Efficient and Privacy-Preserving Collaborative Perception Framework for Heterogeneous Autonomous Vehicles

Faster-HEAL: An Efficient and Privacy-Preserving Collaborative Perception Framework for Heterogeneous Autonomous Vehicles explores Faster-HEAL is a privacy-preserving collaborative perception framework that fine-tunes a low-rank visual prompt to align heterogeneous autonomous vehicle features, improving detection performance with minimal computational overhead.. Commercial viability score: 7/10 in Autonomous Vehicles.