Lingjie Liu
Aravind K. Joshi Assistant Professor, CIS
Lingjie Liu is the Aravind K. Joshi Assistant Professor in the Department of Computer and Information Science at the University of Pennsylvania. Prior to this, she was a postdoctoral research fellow at Max Planck Institute for Informatics. She received her Ph.D. degree at the University of Hong Kong in 2019. Her research interests are at the interface of Computer Graphics, Computer Vision, and AI, with a focus on Neural Scene Representations, Neural Rendering, Human Performance Modeling and Capture, and 3D Reconstruction.
Research Areas
- 3D Vision
Research Groups
Projects
Publications
PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation
Publisher NeurIPS
GECO: Generative Image-to-3D within a SECOnd
Publisher IEEE
Publisher SA
StereoDiff: Stereo-Diffusion Synergy for Video Depth Estimation
Publisher ArXiv
ModSkill: Physical Character Skill Modularization
Publisher IEEE/CVF International Conference on Computer Vision
Publisher CVPR
DIMO: Diverse 3D Motion Generation for Arbitrary Objects
Publisher ICCV
CBIL: Collective Behavior Imitation Learning for Fish from Real Videos
Publisher ACM Transactions on Graphics (TOG)
Track Everything Everywhere Fast and Robustly
Publisher ECCV
DressCode: Autoregressively Sewing and Generating Garments from Text Guidance
Publisher ACM Transactions on Graphics (TOG)
ProLiF: Progressively-connected Light Field network for efficient view synthesis
Publisher Computers & Graphics
State of the art on diffusion models for visual computing
Publisher Computer graphics forum
Adaptive Surface Normal Constraint for Geometric Estimation From Monocular Images
Publisher IEEE Transactions on Pattern Analysis and Machine Intelligence