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Algolzw/README.md

I am a PhD student in Machine Learning at Uppsala University. My research interest generally includes Machine Learning, Computer Vision, and Reinforcement Learning. And my recent works mainly focus on Probabilistic deep learning with application in computer vision.

Pinned

  1. image-restoration-sde image-restoration-sde Public

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

    Python 489 34

  2. daclip-uir daclip-uir Public

    [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 545 27

  3. megvii-research/DCLS-SR megvii-research/DCLS-SR Public

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

    Python 216 18

  4. BSRT BSRT Public

    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 177 12

  5. EBSR EBSR Public

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

    Python 92 10

  6. SPAC-Deformable-Registration SPAC-Deformable-Registration Public

    Reinforcement learning for deformable image registration, AAAI 2022

    Python 47 4