JingyunLiang / jingyunliang

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I am currently a PhD Student at Computer Vision Lab, ETH Zürich, Switzerland. I am co-supervised by Prof. Luc Van Gool and Prof. Radu Timofte. I also work closely with Dr. Kai Zhang. I mainly focus on low-level vision research, especially on image and video restoration, such as

  • image/video super-resolution (SR)
  • image/video deblurring
  • image/video denoising
  • ...

🚀 News

  • 2022-06-10: Our new paper RVRT achieves SOTA video restoration results with balanced size, memory and runtime.
  • 2022-04-01: Our new paper SCUNet is online. It achieves awesome denoising performance for real-world images.
  • 2022-01-28: Our new paper VRT outperforms previous Video SR/ deblurring/ denoising/ frame interpolation/ space-time video SR methods by up to 😍 2.16dB. 😍
  • 2021-10-20: SwinIR is awarded the best paper prize in ICCV-AIM2021.
  • 2021-08-01: Three papers (HCFlow, MANet and BSRGAN) accepted by ICCV2021.
  • 2021-03-29: One paper (FKP) accepted by CVPR2021.

🌱 Repositories

Topic Title Badge
transformer-based video restoration Recurrent Video Restoration Transformer with Guided Deformable Attention arXivGitHub Starsdownload google colab logo
transformer-based video restoration VRT: A Video Restoration Transformer arXivGitHub Starsdownload google colab logo
transformer-based image restoration SwinIR: Image Restoration Using Swin Transformer arXivGitHub Starsdownload google colab logo
real-world image denoising Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis arXivGitHub Stars
real-world image SR Designing a Practical Degradation Model for Deep Blind Image Super-Resolution, ICCV2021 arXivGitHub Stars
blind image SR Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution, ICCV2021 arXivGitHub Starsdownload google colab logo
blind image SR Flow-based Kernel Prior with Application to Blind Super-Resolution, CVPR2021 arXivGitHub Stars
normalizing flow-based image SR and image rescaling Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling, ICCV2021 arXivGitHub Starsdownload google colab logo
image/ video restoration Image/ Video Restoration Toolbox GitHub StarsdownloadGitHub Forks
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