Yixiao Wang*

Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation

"Diffusion models are promising for joint trajectory prediction and controllable generation in autonomous driving, but they face challenges of inefficient inference steps and high computational demands. To tackle these challenges, we introduce Optimal Gaussian Diffusion (OGD) and Estimated Clean Man…