Haotian Liu

Hi there, I am a computer science Ph.D. student at University of California, Davis, advised by Prof. Yong Jae Lee.

Before this, I obtained my bachler's degree (with honor) at Zhejiang University. I at that time researched under the supervision of Prof. Xiaogang Jin and Prof. Fei Wu.

Email  /  CV  /  GitHub  /  Google Scholar  /  LinkedIn

Research

I am generally interested computer vision and machine learning, especially visual perception, understanding and generation, without or with little supervision. And I focus on building machines that understand the visual world the same way as humans do.

YolactEdge: Real-time Instance Segmentation on the Edge
Haotian Liu*, Rafael A. Rivera-Soto*, Fanyi Xiao, and Yong Jae Lee
IEEE International Conference on Robotics and Automation (ICRA), 2021
(*equal contribution)
[arXiv] [code] [YouTube] [Colab Notebook] [Colab Notebook (TensorRT)]

Identity from here, Pose from there: Self-supervised Disentanglement and Generation of Objects using Unlabeled Videos
Fanyi Xiao, Haotian Liu, Yong Jae Lee
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2019
[pdf]

Operation strategy of public building: Implications from trade-off between carbon emission and occupant satisfaction.
Yimeng Chen, Haotian Liu, Lei Shi
Journal of Cleaner Production (JCLP), 205 (2018): 629-644
[pdf]