deep unfolding network

Beyond Single Solution: Multi-Hypothesis Deep Unfolding Network for Image Compressive Sensing CVPR 2026 Dual Graph Regularized Deep Unfolding Network for Guided Depth Map Super-resolution CVPR 2026 Joint Spectral Image Reconstruction and Semantic Segmentation with Cooperative Unfolding CVPR 2026 LRDUN: A Low-Rank Deep Unfolding Network for Efficient Spectral Compressive Imaging CVPR 2026 TRT: Harnessing Tensor Ring Transformer for Hyperspectral Image Super-Resolution AAAI 2026 Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 2025 Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging AAAI 2025 HUNet: Homotopy Unfolding Network for Image Compressive Sensing CVPR 2025 Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025 LMO: Linear Mamba Operator for MRI Reconstruction CVPR 2025 OpenViewer: Openness-Aware Multi-View Learning AAAI 2025 Self-Supervised Learning with Spectral Low-Rank Prior for Hyperspectral Image Reconstruction WACV 2025 SSUN-Net: Spatial-Spectral Prior-Aware Unfolding Network for Pan-Sharpening AAAI 2025 Unfolding-Associative Encoder-Decoder Network with Progressive Alignment for Pansharpening ICCV 2025 Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing CVPR 2025 Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks CVPR 2025 CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing CVPR 2024 Multi-Scale Dual-Attention Unfolding Network for Compressed Sensing Image Reconstruction ACML 2024 Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction AAAI 2024 Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI CVPR 2024 UFC-Net: Unrolling Fixed-point Continuous Network for Deep Compressive Sensing CVPR 2024 Degradation-Resistant Unfolding Network for Heterogeneous Image Fusion ICCV 2023 Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging ICCV 2023 Deep Generalized Unfolding Networks for Image Restoration CVPR 2022 HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging CVPR 2022