deep unfolding

Graph Meets Deep Unfolding: An Interpretable Mutual-benefit Multi-view Learning Network AAAI 2026 Spectral Super-Resolution via Adversarial Unfolding and Data-Driven Spectrum Regularization: From Multispectral Satellite Data to NASA Hyperspectral Image CVPR 2026 AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via Deep Unfolding Paradigm ICCV 2025 Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 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 Using Powerful Prior Knowledge of Diffusion Model in Deep Unfolding Networks for Image Compressive Sensing CVPR 2025 CPP-Net: Embracing Multi-Scale Feature Fusion into Deep Unfolding CP-PPA Network for Compressive Sensing CVPR 2024 Deep Unfolded Network with Intrinsic Supervision for Pan-Sharpening AAAI 2024 Dual Prior Unfolding for Snapshot Compressive Imaging CVPR 2024 Dual-Scale Transformer for Large-Scale Single-Pixel Imaging CVPR 2024 RPCANet: Deep Unfolding RPCA Based Infrared Small Target Detection WACV 2024 Deep Model-Based Super-Resolution With Non-Uniform Blur WACV 2023 Empowering Low-Light Image Enhancer through Customized Learnable Priors ICCV 2023 Indoor Depth Recovery Based on Deep Unfolding with Non-Local Prior ICCV 2023 Learned Image Reasoning Prior Penetrates Deep Unfolding Network for Panchromatic and Multi-spectral Image Fusion ICCV 2023 Optimization-Inspired Cross-Attention Transformer for Compressive Sensing CVPR 2023 Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image Reconstruction ICCV 2023 Residual Degradation Learning Unfolding Framework With Mixing Priors Across Spectral and Spatial for Compressive Spectral Imaging CVPR 2023 Deep Generalized Unfolding Networks for Image Restoration CVPR 2022 Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging NeurIPS 2022 Enhanced Latent Space Blind Model for Real Image Denoising via Alternative Optimization NeurIPS 2022 Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening CVPR 2022 Generalization error bounds for deep unfolding RNNs UAI 2021