| Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging | Jun 19, 2023 | Image ReconstructionSSIM | CodeCode Available | 0 |
| Sampling possible reconstructions of undersampled acquisitions in MR imaging | Sep 30, 2020 | Image Reconstruction | CodeCode Available | 0 |
| Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections | Nov 28, 2016 | DenoisingGeneral Classification | CodeCode Available | 0 |
| Learning Disentangled Representations via Mutual Information Estimation | Dec 9, 2019 | DisentanglementGeneral Classification | CodeCode Available | 0 |
| Joint learning of cartesian undersampling and reconstruction for accelerated MRI | May 22, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Adversarial Robustness of MR Image Reconstruction under Realistic Perturbations | Aug 5, 2022 | Adversarial RobustnessDiagnostic | CodeCode Available | 0 |
| Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRI | Jun 20, 2023 | AnatomyDiagnostic | CodeCode Available | 0 |
| An unsupervised method for MRI recovery: Deep image prior with structured sparsity | Jan 2, 2025 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction | Apr 11, 2021 | Dictionary LearningImage Reconstruction | CodeCode Available | 0 |
| Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network | Mar 22, 2019 | Adversarial DefenseImage Reconstruction | CodeCode Available | 0 |
| Scaling Laws For Deep Learning Based Image Reconstruction | Sep 27, 2022 | Deep LearningDenoising | CodeCode Available | 0 |
| Robust Physics-based Deep MRI Reconstruction Via Diffusion Purification | Sep 11, 2023 | Adversarial DefenseImage Reconstruction | CodeCode Available | 0 |
| Learning monocular depth estimation with unsupervised trinocular assumptions | Aug 5, 2018 | Depth EstimationImage Reconstruction | CodeCode Available | 0 |
| Convergence Properties of Score-Based Models for Linear Inverse Problems Using Graduated Optimisation | Apr 29, 2024 | Image Reconstruction | CodeCode Available | 0 |
| Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction | Dec 17, 2024 | compressed sensingDenoising | CodeCode Available | 0 |
| Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction | Jan 13, 2025 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 |
| Image Reconstruction via Deep Image Prior Subspaces | Feb 20, 2023 | Dimensionality ReductionImage Reconstruction | CodeCode Available | 0 |
| Perspective-Equivariance for Unsupervised Imaging with Camera Geometry | Mar 14, 2024 | Image ReconstructionManagement | CodeCode Available | 0 |
| Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction | Jan 24, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Invert to Learn to Invert | Nov 25, 2019 | Image Reconstruction | CodeCode Available | 0 |
| CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction | Jun 1, 2023 | AnatomyContrastive Learning | CodeCode Available | 0 |
| Scene Text Image Super-Resolution via Parallelly Contextual Attention Network | Oct 17, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 |
| VIDOSAT: High-dimensional Sparsifying Transform Learning for Online Video Denoising | Oct 3, 2017 | DenoisingDictionary Learning | CodeCode Available | 0 |
| Differentiable Uncalibrated Imaging | Nov 18, 2022 | Image Reconstruction | CodeCode Available | 0 |
| Learning Task-Specific Strategies for Accelerated MRI | Apr 25, 2023 | compressed sensingDiagnostic | CodeCode Available | 0 |
