I am currently a Ph.D. student supervised by Prof. Chen Change Loy at MMLab@NTU, in the School of Computer Science and Engineering, Nanyang Technological University, Singapore. Prior to my Ph.D. study, I received my B.Eng. degree in 2020 from Nanyang Technological University, and worked closely with Prof. Lap-Pui Chau for my undergraduate research. I am broadly interested in computer vision and related topics.
News
- 2024.02: Our paper When StyleGAN Meets Stable Diffusion: A W+ Adapter for Personalized Image Generation is accepted by CVPR 2024.
- 2023.08: Our paper Viedo Infilling with Rich Motion Prior is accepted by BMVC 2023.
Publications
When StyleGAN Meets Stable Diffusion: A W+ Adapter for Personalized Image Generation
Xiaoming Li, Xinyu Hou, Chen Change Loy
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
arXiv | Code | Project Page
Video Infilling with Rich Motion Prior
Xinyu Hou, Liming Jiang, Rui Shao, Chen Change Loy
British Machine Vision Conference (BMVC), 2023
A self-training approach for point-supervised object detection and counting in crowds
Yi Wang, Junhui Hou, Xinyu Hou, Lap-Pui Chau
IEEE Transactions on Image Processing (TIP), 2021
Dense point prediction: A simple baseline for crowd counting and localization
Yi Wang, Xinyu Hou, Lap-Pui Chau
IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2021
Vehicle Tracking Using Deep SORT with Low Confidence Track Filtering
Xinyu Hou, Yi Wang, Lap-Pui Chau
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS), 2019
Educations
Ph.D. in Computer Science
Nanyang Technological University, 2021.08 - now
B.Eng. in Electrical and Electronic Engineering
Nanyang Technological University, 2016.08 - 2020.06
- Degree with honors (highest distinction)
Academic Services
- Conference Reviewer: ICLR, BMVC
- Journal Reviewer: IJCV