| Gradient Origin Networks | Jul 6, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion | Jul 2, 2020 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction | Sep 19, 2023 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| Learned Half-Quadratic Splitting Network for MR Image Reconstruction | Dec 17, 2021 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Accelerated Motion Correction with Deep Generative Diffusion Models | Nov 1, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Novel View Synthesis of Humans using Differentiable Rendering | Mar 28, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 |
| On Penalty-based Bilevel Gradient Descent Method | Feb 10, 2023 | Bilevel OptimizationImage Reconstruction | CodeCode Available | 1 |
| Self-supervised Learning of Depth Inference for Multi-view Stereo | Apr 7, 2021 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing | Feb 6, 2023 | DenoisingDiabetic Retinopathy Grading | CodeCode Available | 1 |
| A Lightweight Solution of Industrial Computed Tomography with Convolutional Neural Network | Apr 14, 2020 | Image Reconstruction | —Unverified | 0 |
| Deep Artifact-Free Residual Network for Single Image Super-Resolution | Sep 25, 2020 | Image ReconstructionImage Super-Resolution | —Unverified | 0 |
| A Lightweight Reconstruction Network for Surface Defect Inspection | Dec 25, 2022 | Defect DetectionImage Reconstruction | —Unverified | 0 |
| Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images | Dec 17, 2017 | Image Reconstruction | —Unverified | 0 |
| 3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images | Jul 15, 2025 | Image Reconstruction | —Unverified | 0 |
| Deep Auto-encoder with Neural Response | Nov 30, 2021 | DecoderImage Reconstruction | —Unverified | 0 |
| A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction | Feb 19, 2022 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| MR-EIT: Multi-Resolution Reconstruction for Electrical Impedance Tomography via Data-Driven and Unsupervised Dual-Mode Neural Networks | Mar 2, 2025 | Image ReconstructionSSIM | —Unverified | 0 |
| Fast and Accurate: Video Enhancement using Sparse Depth | Mar 15, 2021 | DeblurringDenoising | —Unverified | 0 |
| ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing | Jun 24, 2021 | compressed sensingImage Reconstruction | —Unverified | 0 |
| A Comprehensive Survey on Magnetic Resonance Image Reconstruction | Mar 10, 2025 | DiagnosticImage Reconstruction | —Unverified | 0 |
| Deep ADMM-Net for Compressive Sensing MRI | Dec 1, 2016 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Deep Autofocus for Synthetic Aperture Sonar | Oct 29, 2020 | DeblurringImage Reconstruction | —Unverified | 0 |
| A Theory of Topological Derivatives for Inverse Rendering of Geometry | Aug 19, 2023 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches | Apr 16, 2021 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| A Tensor-Based Dictionary Learning Approach to Tomographic Image Reconstruction | Jun 8, 2015 | Dictionary LearningImage Reconstruction | —Unverified | 0 |
| A Tale of Two Latent Flows: Learning Latent Space Normalizing Flow with Short-run Langevin Flow for Approximate Inference | Jan 23, 2023 | Anomaly DetectionImage Generation | —Unverified | 0 |
| A Learning-Based 3D EIT Image Reconstruction Method | Aug 30, 2022 | Image Reconstruction | —Unverified | 0 |
| A Comprehensive Review of Generative AI in Healthcare | Oct 1, 2023 | DiagnosticDrug Design | —Unverified | 0 |
| A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy | Jan 7, 2020 | Dimensionality ReductionImage Reconstruction | —Unverified | 0 |
| Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications | Oct 30, 2023 | Deep Reinforcement LearningDenoising | —Unverified | 0 |
| 3D Image Reconstruction from X-Ray Measurements with Overlap | Nov 22, 2016 | Image ReconstructionVocal Bursts Type Prediction | —Unverified | 0 |
| A Survey of fMRI to Image Reconstruction | Feb 24, 2025 | Image ReconstructionSurvey | —Unverified | 0 |
| A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery | Jan 20, 2022 | Change DetectionImage Reconstruction | —Unverified | 0 |
| A comprehensive benchmark analysis for sand dust image reconstruction | Feb 7, 2022 | Image EnhancementImage Reconstruction | —Unverified | 0 |
| DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection | Jul 18, 2020 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 |
| DEALing with Image Reconstruction: Deep Attentive Least Squares | Feb 6, 2025 | Image Reconstruction | —Unverified | 0 |
| Deep Back Projection for Sparse-View CT Reconstruction | Jul 6, 2018 | CT ReconstructionImage Reconstruction | —Unverified | 0 |
| AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection | Mar 27, 2023 | Image Reconstructionobject-detection | —Unverified | 0 |
| Association: Remind Your GAN not to Forget | Nov 27, 2020 | Continual LearningImage Reconstruction | —Unverified | 0 |
| A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction | May 1, 2022 | Bayesian InferenceImage Reconstruction | —Unverified | 0 |
| A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms | Dec 16, 2017 | Image Reconstruction | —Unverified | 0 |
| A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data | Jul 8, 2019 | Image ReconstructionObject | —Unverified | 0 |
| Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes? | Jun 7, 2022 | DecoderImage Compression | —Unverified | 0 |
| A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography | Feb 19, 2024 | Image Reconstruction | —Unverified | 0 |
| A hierarchical approach to deep learning and its application to tomographic reconstruction | Dec 16, 2019 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition | Jun 12, 2023 | Face RecognitionImage Reconstruction | —Unverified | 0 |
| StoDIP: Efficient 3D MRF image reconstruction with deep image priors and stochastic iterations | Aug 5, 2024 | Image ReconstructionMagnetic Resonance Fingerprinting | —Unverified | 0 |
| Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing | Nov 4, 2015 | compressed sensingDiversity | —Unverified | 0 |
| A Similarity-preserving Neural Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit | Feb 10, 2021 | Image ReconstructionMotion Detection | —Unverified | 0 |
