EDiffSR. [IEEE TGRS 2024] EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution
199TTST. [IEEE TIP 2024] TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution
141FreMamba. [IEEE TMM 2024] Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution
99DRSR. [INFFUS 2023] From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution
71Blind-Satellite-VSR. [IEEE TGRS 2023] Deep Blind Super-Resolution for Satellite Video
45LGTD. [IEEE TCSVT 2023] Local-Global Temporal Difference Learning for Satellite Video Super-Resolution
45MSDTGP. [IEEE TGRS 2022] Satellite Video Super-resolution via Multi-Scale Deformable Convolution Alignment and Temporal Grouping Projection
41MSTT-STVSR. [JAG 2022] Space-time Super-resolution for Satellite Video: A Joint Framework Based on Multi-Scale Spatial-Temporal Transformer
37DeepCAMS. [STOTEN 2022] Generating long-term (2003-2020) hourly 0.25° global PM2.5 dataset via spatiotemporal downscaling of CAMS with deep learning (DeepCAMS)
30MADNet. [IEEE TIP 2025] Multi-Axis Feature Diversity Enhancement for Remote Sensing Video Super-Resolution
25SpikeSR. [NeurIPS 2025] Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
24XY-boy.github.io. HTML
8XY-boy.
6DDNM. [ICLR 2023, Notable-Top-25%] Official PyTorch implementation for the paper "Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model"
4RethinkVSRAlignment. (NIPS 2022) Rethinking Alignment in Video Super-Resolution Transformers
4IKC. Implementation of 'Blind Super-Resolution With Iterative Kernel Correction' (CVPR2019)
4Adaptive-Downsampling-Model. Official implementation for 'Toward Real-World Super-Resolution via Adaptive Downsampling Models'
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