Vision and Learning Lab is led by Dr. Li Cheng at the Department of Electrical and Computer Engineering, University of Alberta. Our research centers around computer vision, machine learning, visual behavior analysis, biomedical image anlysis, and multimedia signal processing.

Recent Publications

(2025). Generating High-Fidelity Clothed Human Dynamics with Temporal Diffusion. ACM Transactions on Multimedia Computing, Communications and Applications.

(2025). HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units. Association for the Advancement of Artificial Intelligence (AAAI).

(2025). CASAGPT: Cuboid Arrangement and Scene Assembly for Interior Design. Computer Vision and Pattern Recognition (CVPR).

PDF Code

(2025). MotionDreamer: One-to-Many Motion Synthesis with Localized Generative Masked Transformer. International Conference on Learning Representations (ICLR).

Journal Club

Coming Talks:

  • VGGT: Visual Geometry Grounded Transformer

  • CVPR 2025 Paper Sharing

  • High-Authenticity and High-Fidelity Multimodal Generation

    • By Prof. Shijian Lu, Aug 21, 2025

Finished Talks:

  • Model Unification for Object Tracking and Segmentation

  • Evaluating the Potential of Hardware-Accelerated Neural Rendering to Supplant Ray Tracing

    • By Siyuan, July 7, 2025

Check Full List.