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

  • 2024.06:  Our paper AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation is released to arXiv.
  • 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

arXiv 2024
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AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation

Xinyu Hou, Xiaoming Li, Chen Change Loy
arXiv, 2024

arXiv | Supplementary Materials | Code | Project Page

CVPR 2024
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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

BMVC 2023
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Video Infilling with Rich Motion Prior

Xinyu Hou, Liming Jiang, Rui Shao, Chen Change Loy
British Machine Vision Conference (BMVC), 2023

Paper | Poster | Supplementary Materials | Project Page

TIP 2021
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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

Paper

ICMEW 2021
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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

Paper

AVSS 2019
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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

Paper


Educations

Nanyang Technological University, Singapore

Ph.D. in Computer Science
2021.08 - now


Nanyang Technological University, Singapore

B.Eng. in Electrical and Electronic Engineering
2016.08 - 2020.06

  • Degree with honors (highest distinction)


Academic Services

Journal Reviewer:

  • International Journal of Computer Vision (IJCV)


Conference Reviewer:

  • BMVC 2023,2024
  • ICLR 2024
  • NeurIPS 2024