LPR Group
NVIDIA Learning and Perception Research Group
Welcome to the homepage of NVIDIA’s Learning and Perception Research group, led by Dr. Jan Kautz. Our research spans computer vision and machine learning. We are particularly interested in:
- Human-centric Perception: body pose, hand pose, facial landmarks, gaze estimation, activity detection and recognition, etc.
- Perception for Autonomous Machines: stereo, optical flow, object pose estimation, 3D shape estimation, etc.
- Neural Content Capture and Synthesis: image and view synthesis, neural avatars, neural agents, denoising diffusion models, GANs, etc.
- Resource-Efficient Deep Learning: pruning, NAS, efficient backbones, weakly- and self-supervised learning, etc.
Graduate students interested in interning with us are welcome reach out directly to team members for more details.
