| Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction | Jan 24, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| 3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI | Aug 11, 2020 | compressed sensingDiagnostic | CodeCode Available | 0 | 5 |
| Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction | Dec 17, 2024 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| LegoPET: Hierarchical Feature Guided Conditional Diffusion for PET Image Reconstruction | Nov 25, 2024 | Image ReconstructionSSIM | CodeCode Available | 0 | 5 |
| Manifold Modeling in Embedded Space: A Perspective for Interpreting Deep Image Prior | Aug 8, 2019 | DecoderDenoising | CodeCode Available | 0 | 5 |
| Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging | Jun 19, 2023 | Image ReconstructionSSIM | CodeCode Available | 0 | 5 |
| Adversarially learned iterative reconstruction for imaging inverse problems | Mar 30, 2021 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections | Nov 28, 2016 | DenoisingGeneral Classification | CodeCode Available | 0 | 5 |
| Convolutional Deblurring for Natural Imaging | Oct 25, 2018 | DeblurringDenoising | CodeCode Available | 0 | 5 |
| Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks | Mar 4, 2022 | Image ReconstructionOperator learning | CodeCode Available | 0 | 5 |
| Learning Disentangled Representations via Mutual Information Estimation | Dec 9, 2019 | DisentanglementGeneral Classification | CodeCode Available | 0 | 5 |
| Convergence Properties of Score-Based Models for Linear Inverse Problems Using Graduated Optimisation | Apr 29, 2024 | Image Reconstruction | CodeCode Available | 0 | 5 |
| CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction | Jun 1, 2023 | AnatomyContrastive Learning | CodeCode Available | 0 | 5 |
| Latent Multimodal Reconstruction for Misinformation Detection | Apr 8, 2025 | Image ReconstructionMisinformation | CodeCode Available | 0 | 5 |
| Continual Learning Approaches for Anomaly Detection | Dec 21, 2022 | Anomaly DetectionContinual Learning | CodeCode Available | 0 | 5 |
| Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 Tokens | Mar 11, 2025 | DecoderImage Generation | CodeCode Available | 0 | 5 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 | 5 |
| Joint learning of cartesian undersampling and reconstruction for accelerated MRI | May 22, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Consensus Convolutional Sparse Coding | Oct 1, 2017 | DemosaickingImage Reconstruction | CodeCode Available | 0 | 5 |
| JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video | Sep 10, 2019 | Image ReconstructionInverse-Tone-Mapping | CodeCode Available | 0 | 5 |
| K-UNN: k-Space Interpolation With Untrained Neural Network | Aug 11, 2022 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Uncertainty Estimation for Computed Tomography with a Linearised Deep Image Prior | Feb 28, 2022 | Image Reconstruction | CodeCode Available | 0 | 5 |
| J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction | Nov 6, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| A Prior-Guided Joint Diffusion Model in Projection Domain for PET Tracer Conversion | Jun 20, 2025 | Image ReconstructionSpecificity | CodeCode Available | 0 | 5 |
| Conditional and Residual Methods in Scalable Coding for Humans and Machines | May 4, 2023 | Image Reconstructionobject-detection | CodeCode Available | 0 | 5 |
| Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale Refinement | Aug 20, 2024 | Image ReconstructionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks | Jun 9, 2022 | compressed sensingDictionary Learning | CodeCode Available | 0 | 5 |
| Convolutional Framework for Accelerated Magnetic Resonance Imaging | Feb 8, 2020 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction | Dec 5, 2017 | Image ReconstructionTemporal Sequences | CodeCode Available | 0 | 5 |
| Learning a Variational Network for Reconstruction of Accelerated MRI Data | Apr 3, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction | Nov 23, 2021 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 | 5 |
| Learning monocular depth estimation with unsupervised trinocular assumptions | Aug 5, 2018 | Depth EstimationImage Reconstruction | CodeCode Available | 0 | 5 |
| A Review of Convolutional Neural Networks for Inverse Problems in Imaging | Oct 11, 2017 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction | Nov 23, 2023 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| Invert to Learn to Invert | Nov 25, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors | Jan 5, 2025 | AstronomyImage Reconstruction | CodeCode Available | 0 | 5 |
| Learning to Rank Patches for Unbiased Image Redundancy Reduction | Mar 31, 2024 | Image ReconstructionInductive Bias | CodeCode Available | 0 | 5 |
| Cross-domain heterogeneous residual network for single image super-resolution | May 26, 2022 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 | 5 |
| Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal | Mar 20, 2025 | Image ReconstructionRain Removal | CodeCode Available | 0 | 5 |
| Inverse receptive field attention for naturalistic image reconstruction from the brain | Jan 6, 2025 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Cross-organ all-in-one parallel compressed sensing magnetic resonance imaging | May 7, 2025 | Allcompressed sensing | CodeCode Available | 0 | 5 |
| Cross Spectral Image Reconstruction Using a Deep Guided Neural Network | Jun 27, 2023 | Data AugmentationImage Reconstruction | CodeCode Available | 0 | 5 |
| Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks | May 2, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Interval Neural Networks as Instability Detectors for Image Reconstructions | Mar 27, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 0 | 5 |
| A Post-Processing Tool and Feasibility Study for Three-Dimensional Imaging with Electrical Impedance Tomography During Deep Brain Stimulation Surgery | Apr 11, 2022 | Computed Tomography (CT)Image Reconstruction | CodeCode Available | 0 | 5 |
| Interval Neural Networks: Uncertainty Scores | Mar 25, 2020 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 | 5 |
| Iterative PET Image Reconstruction Using Convolutional Neural Network Representation | Oct 9, 2017 | DenoisingImage Reconstruction | CodeCode Available | 0 | 5 |
| Improving Self-Supervised Single View Depth Estimation by Masking Occlusion | Aug 29, 2019 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 | 5 |
| Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences | Mar 5, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 | 5 |
| A Plug-and-Play Method for Rare Human-Object Interactions Detection by Bridging Domain Gap | Jul 31, 2024 | Human-Object Interaction DetectionImage Reconstruction | CodeCode Available | 0 | 5 |
