cszn / USRNet Star 920 Code Issues Pull requests Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch) super-resolution deblurring sisr gaussian-kernel end-to-end-learning degradation-model motion-kernel bicubic-kernels noise-levels blur-kernels scale-factors unfolding-algorithm generalizability Updated Sep 3, 2025 Python
SherylHYX / GNNRank Star 54 Code Issues Pull requests Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks deep-learning ranking network-analysis directed-graphs graph-neural-networks unfolding-algorithm Updated Nov 27, 2022 Jupyter Notebook
hustvl / SAUNet Star 31 Code Issues Pull requests A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction hyperspectral-imaging low-level-vision unfolding-algorithm Updated Feb 1, 2023 Python
eezkni / AFUNet Star 30 Code Issues Pull requests [ICCV-2025] Official Pytorch implementation of "AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via a Deep Unfolding Paradigm" hdr-imaging multi-exposure-fusion unfolding-algorithm high-dynamic-range-imaging Updated Aug 23, 2026 Python