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1. [TPAMI 2026]Adaptive Sparse Self-Attention for Efficient Image Super-resolution and Beyond

   6

2. [TPAMI 2025] Learning Efficient Deep Discriminative Spatial and Temporal Networks for Video Deblurring

   Python 22 3

3. [CVPR 2025] Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance

   Python 70 5

4. [ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution

   Python 188 10

5. [ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track in NTIRE2023 Efficient SR challenge

   Python 368 21

6. [NeurIPS 2022] ShuffleMixer: An Efficient ConvNet for Image Super-Resolution

   Python 75 4