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1. Awesome-Mamba-in-Low-Level-Vision Awesome-Mamba-in-Low-Level-Vision Public

   A paper list of recent mamba efforts for low-level vision.

   157 7

2. MambaIR MambaIR Public

   [ECCV2024] An official pytorch implement of the paper "MambaIR: A simple baseline for image restoration with state-space model".

   Python 427 36

3. ReFIR ReFIR Public

   [NeurIPS2024] An official pytorch implement of the paper "ReFIR: Grounding Large Restoration Models with Retrieval Augmentation".

   Python 2

4. AdaptIR AdaptIR Public

   [NeurIPS2024] An official implement of the paper "AdaptIR: Parameter Efficient Multi-task Adaptation for Pre-trained Image Restoration Models"

   21

5. LEMMA LEMMA Public

   [IJCAI2023] An official implement of the paper "Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement"

   Python 52 5

6. KD-LTR KD-LTR Public

   [MM2023] An official implement of the paper "One-stage Low-resolution Text Recognition with High-resolution Knowledge Transfer"

   Python 14