Robust Multi-Sensor Fusion for 3D Object Detection and BEV Segmentation using Diffusion Models

A novel diffusion-based generative model, DifFUSER, is proposed to enhance multi-modal fusion for improved 3D object detection and BEV map segmentation performance, leveraging the denoising property of diffusion models.