I am a PhD student in Machine Learning atUppsala University. My research interest generally includesMachine Learning,Computer Vision, andReinforcement Learning. And my recent works mainly focus onProbabilistic deep learning with application in computer vision.

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1. image-restoration-sdeimage-restoration-sdePublic

   Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

   Python 641 49

2. daclip-uirdaclip-uirPublic

   [ICLR 2024] Controlling Vision-Language Models for Universal Image Restoration. 5th place in the NTIRE 2024 Restore Any Image Model in the Wild Challenge.

   Python 740 39

3. megvii-research/DCLS-SRmegvii-research/DCLS-SRPublic

   Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

   Python 227 20

4. BSRTBSRTPublic

   Pytorch code for "BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment", CVPRW, 1st place in NTIRE 2022 BurstSR Challenge (real-world track).

   Python 189 15

5. EBSREBSRPublic

   Pytorch code for "EBSR: Feature Enhanced Burst Super-Resolution with Deformable Alignment", CVPRW 2021, 1st NTIRE (real data track).

   Python 96 11

6. SPAC-Deformable-RegistrationSPAC-Deformable-RegistrationPublic

   Reinforcement learning for deformable image registration, AAAI 2022

   Python 59 5