Pioneering research in visual perception, 3D understanding, generative models, computational imaging, and embodied AI.
Shape prediction, neural radiance fields, multi-view geometry, and 3D scene understanding from images and video.
Diffusion models, GANs, image synthesis, text-to-image generation, and creative visual content creation.
Novel camera systems, physics-based vision, time-of-flight imaging, and computational photography.
Robot learning, autonomous driving, manipulation, embodied AI, and visual reasoning for robotic systems.
