JunYang Chen

JunYang Chen

Guangdong University of Technology

I am currently a Master candidate in the School of Information Engineering, Guangdong University of Techonology, advised by Prof. Zhijing Yang. I also collaborate with Dr. Yukai Shi. Before that, I received my B.E. degree and advised by Prof. Jie Xu in the School of Information Engineering, Guangdong University of Techonology.

Now I am a visiting student in the School of Computer Science and Engineering, IMAG, Nanjing University of Science and Technology, advised by Prof. Jinshan Pan.

Research interest: Image/Video Deblurring, AI for Human Centric (Virtual Try-on, Human Synthesis), Diffusion.

Never stop looking for collaboration, kindly contact me via email.

🔥 News

  • 2023.1: 🎉🎉 One paper about virtual try-on was accpeted by IEEE TMM [arxiv], and the official code was released in DOC-VTON. Besides, we provide visualization results of various state-of-the-art methods, and auxiliary data of VITON and VITON-HD.
  • 2022.08: 🎉🎉 One paper about real world image denosing was accpeted by KBS [pdf], and the training code was released in DnSwin, congrats to Hao Li.

📝 Publications

Human-centric Visual Generation

  • Open-World Pose Transfer via Sequential Test-Time Adaption
    Junyang Chen, Xiaoyu Xian, Zhijing Yang, Yukai Shi, Jinshan Pan, Liang Lin
    arXiv pre-print, [arxiv]
  • OccluMix: Towards De-Occlusion Virtual Try-on by Semantically-Guided Mixup
    Zhijing Yang, Junyang Chen, Yukai Shi, Hao Li, Tianshui Chen, Liang Lin
    IEEE Transactions on Multimedia (T-MM), 2023. [arxiv] [code]

Image Denoising

  • DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer
    Hao Li, Zhijing Yang, Xiaobin Hong, Yukai Shi, Junyang Chen, Jinshan Pan
    Knowledge-Based Systems (KBS), 2022. [arxiv] [pdf] [code]

Challenge Report

  • NTIRE 2023 challenge on stereo image super-resolution: Methods and results
    Longguang Wang, Yulan Guo, Junyang Chen, et al.
    CVPR Workshops, 2023. [pdf]
  • NTIRE 2022 challenge on stereo image super-resolution: Methods and results
    Longguang Wang, Yulan Guo, Junyang Chen, et al.
    CVPR Workshops, 2022. [pdf]

🎖 Honors and Awards

  • 2023.9 National Scholarship.
  • 2023.9 First Class Scholarship, GDUT.
  • 2022.9 First Class Scholarship, GDUT.
  • 2021.9 First Class Scholarship, GDUT.

📖 Educations

  • 2021.09 - now, Master, School of Information Engineering, Guangdong University of Technology.
  • 2017.09 - 2021.06, Undergraduate, School of Information Engineering, Guangdong University of Technology.