Kexin Gong

From Discriminative to Generative: A Diffusion-Based Paradigm for Multi-Agent Collaborative Perception

Collaborative perception leveraging intermediate feature fusion has emerged as a leading paradigm to significantly enhance the environmental perception capabilities of autonomous driving systems. However, existing methods typically rely on discriminative supervision guided by downstream tasks. This