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391ShuffleMixer. [NeurIPS 2022] ShuffleMixer: An Efficient ConvNet for Image Super-Resolution
78MobileSR-NTIRE2022. [NTIRE 2022, EfficientSR] MobileSR: A Mobile-friendly Transformer for Efficient Image Super-Resolution
76RDG. [CVPR 2025] Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance
76BasicVSR_IconVSR_PyTorch. Unofficial PyTorch code for BasicVSR
69Awesome-low-level-vision-resources. A curated list of resources for Low-level Vision Tasks
59ASSANet. [TPAMI 2026]Adaptive Sparse Self-Attention for Efficient Image Super-resolution and Beyond
36DSTNet-plus. [TPAMI 2025] Learning Efficient Deep Discriminative Spatial and Temporal Networks for Video Deblurring
27bilateral_filter_Pytorch. The Pytorch Implementation of Bilateral Filter
12SMFANet. [ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution
12SVLRM. The PyTorch implementation of CVPR2019 paper Spatially Variant Linear Representation Models for Joint Filtering
12sunny2109.
2NAIC_4K_SR_HDR. Python
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