{"total":36,"rows":[{"id":"2204.13348","title":"Deep Generalized Unfolding Networks for Image Restoration","created":"2022-04-28","cited_by_count":121,"area":null},{"id":"2112.06238","title":"HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging","created":"2021-12-12","cited_by_count":26,"area":null},{"id":"2203.04960","title":"Memory-augmented Deep Unfolding Network for Guided Image Super-resolution","created":"2022-02-12","cited_by_count":25,"area":null},{"id":"2306.16060","title":"Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing","created":"2023-06-28","cited_by_count":15,"area":null},{"id":"2304.13986","title":"Optimization-Inspired Cross-Attention Transformer for Compressive Sensing","created":"2023-04-27","cited_by_count":12,"area":null},{"id":"2508.04190","title":"RPCANet++: Deep Interpretable Robust PCA for Sparse Object Segmentation","created":"2025-08-06","cited_by_count":12,"area":null},{"id":"2207.11972","title":"TransCL: Transformer Makes Strong and Flexible Compressive Learning","created":"2022-07-25","cited_by_count":8,"area":null},{"id":"2505.23180","title":"Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging","created":"2025-05-29","cited_by_count":8,"area":null},{"id":"2307.08950","title":"Deep Physics-Guided Unrolling Generalization for Compressed Sensing","created":"2023-07-18","cited_by_count":7,"area":null},{"id":"2502.01467","title":"Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis","created":"2025-02-03","cited_by_count":7,"area":null},{"id":"2404.05001","title":"Dual-Scale Transformer for Large-Scale Single-Pixel Imaging","created":"2024-04-07","cited_by_count":6,"area":null},{"id":"2204.11189","title":"PUERT: Probabilistic Under-sampling and Explicable Reconstruction Network for CS-MRI","created":"2022-04-24","cited_by_count":5,"area":null},{"id":"2208.01827","title":"Fast Hierarchical Deep Unfolding Network for Image Compressed Sensing","created":"2022-08-03","cited_by_count":5,"area":null},{"id":"2310.10033","title":"Deep Unfolding Network for Image Compressed Sensing by Content-adaptive Gradient Updating and Deformation-invariant Non-local Modeling","created":"2023-10-16","cited_by_count":5,"area":null},{"id":"2207.13560","title":"D3C2-Net: Dual-Domain Deep Convolutional Coding Network for Compressive Sensing","created":"2022-07-27","cited_by_count":4,"area":null},{"id":"2210.08181","title":"Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network","created":"2022-10-15","cited_by_count":4,"area":null},{"id":"2203.02690","title":"$\\ell_1$DecNet+: A new architecture framework by $\\ell_1$ decomposition and iteration unfolding for sparse feature segmentation","created":"2022-03-05","cited_by_count":3,"area":null},{"id":"2405.02958","title":"Score-based Generative Priors Guided Model-driven Network for MRI Reconstruction","created":"2024-05-05","cited_by_count":3,"area":null},{"id":"2209.07030","title":"Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction","created":"2022-09-15","cited_by_count":2,"area":null},{"id":"2305.11120","title":"A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems","created":"2023-05-18","cited_by_count":2,"area":null},{"id":"2402.03383","title":"MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction","created":"2024-02-04","cited_by_count":2,"area":null},{"id":"2207.09594","title":"ICRICS: Iterative Compensation Recovery for Image Compressive Sensing","created":"2022-07-19","cited_by_count":1,"area":null},{"id":"2311.17248","title":"Deep Regularized Compound Gaussian Network for Solving Linear Inverse Problems","created":"2023-11-28","cited_by_count":1,"area":null},{"id":"2402.13106","title":"On Generalization Bounds for Deep Compound Gaussian Neural Networks","created":"2024-02-20","cited_by_count":1,"area":null},{"id":"2402.19111","title":"Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling","created":"2024-02-29","cited_by_count":1,"area":null},{"id":"2405.17141","title":"MVMS-RCN: A Dual-Domain Unfolding CT Reconstruction with Multi-sparse-view and Multi-scale Refinement-correction","created":"2024-05-27","cited_by_count":1,"area":null},{"id":"2503.13241","title":"Sampling Innovation-Based Adaptive Compressive Sensing","created":"2025-03-17","cited_by_count":1,"area":null},{"id":"2602.18697","title":"Deep LoRA-Unfolding Networks for Image Restoration","created":"2026-02-21","cited_by_count":1,"area":null},{"id":"2605.05136","title":"CPCANet: Deep Unfolding Common Principal Component Analysis for Domain Generalization","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2308.02776","title":"Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement","created":"2023-08-05","cited_by_count":0,"area":null},{"id":"2411.16336","title":"WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing","created":"2024-11-25","cited_by_count":0,"area":null},{"id":"2412.18417","title":"Ultra-Low Complexity On-Orbit Compression for Remote Sensing Imagery via Block Modulated Imaging","created":"2024-12-24","cited_by_count":0,"area":null},{"id":"2508.09528","title":"Physics-guided Deep Unfolding Network for Enhanced Kronecker Compressive sensing","created":"2025-08-13","cited_by_count":0,"area":null},{"id":"2509.15370","title":"Adversarial generalization of unfolding (model-based) networks","created":"2025-09-18","cited_by_count":0,"area":null},{"id":"2605.11475","title":"Deep Probabilistic Unfolding for Quantized Compressive Sensing","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2607.04603","title":"LCPNet: Latent Consistent Proximal Unfolding Network for Infrared Small Target Detection","created":"2026-07-06","cited_by_count":0,"area":null}],"next_cursor":null}