Alexander T. Pham

X-Drive: Cross-modality Consistent Multi-Sensor Data Synthesis for Driving Scenarios

Recent advancements have exploited diffusion models for the synthesis of either LiDAR point clouds or camera image data in driving scenarios. Despite their success in modeling single-modality data marginal distribution, there is an under- exploration in the mutual reliance between different modaliti…