| Learning of Patch-Based Smooth-Plus-Sparse Models for Image Reconstruction | Dec 17, 2024 | compressed sensingDenoising | CodeCode Available | 0 | 5 |
| Learning Disentangled Representations via Mutual Information Estimation | Dec 9, 2019 | DisentanglementGeneral Classification | CodeCode Available | 0 | 5 |
| Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning | Nov 3, 2023 | Deep LearningImage Reconstruction | CodeCode Available | 0 | 5 |
| Joint learning of cartesian undersampling and reconstruction for accelerated MRI | May 22, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction | Jan 24, 2024 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| LegoPET: Hierarchical Feature Guided Conditional Diffusion for PET Image Reconstruction | Nov 25, 2024 | Image ReconstructionSSIM | CodeCode Available | 0 | 5 |
| MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction | Nov 9, 2021 | AnatomyImage Reconstruction | CodeCode Available | 0 | 5 |
| Astronomical image reconstruction with convolutional neural networks | Dec 14, 2016 | AstronomyImage Reconstruction | CodeCode Available | 0 | 5 |
| A Compound Gaussian Least Squares Algorithm and Unrolled Network for Linear Inverse Problems | May 18, 2023 | Compressive SensingImage Reconstruction | CodeCode Available | 0 | 5 |
| A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy | Jan 1, 2021 | DecoderImage Reconstruction | CodeCode Available | 0 | 5 |
| Learning a Variational Network for Reconstruction of Accelerated MRI Data | Apr 3, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction | Oct 30, 2018 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse Data | Jan 22, 2021 | Image Reconstruction | CodeCode Available | 0 | 5 |
| A Sketching Framework for Reduced Data Transfer in Photon Counting Lidar | Feb 17, 2021 | Image Reconstruction | 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 |
| Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 Tokens | Mar 11, 2025 | DecoderImage Generation | CodeCode Available | 0 | 5 |
| Latent Multimodal Reconstruction for Misinformation Detection | Apr 8, 2025 | Image ReconstructionMisinformation | CodeCode Available | 0 | 5 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 | 5 |
| Large model enhanced computational ghost imaging | Mar 10, 2025 | Image Reconstructionmodel | CodeCode Available | 0 | 5 |
| A Framework for Event-based Computer Vision on a Mobile Device | May 13, 2022 | Face DetectionGesture Recognition | CodeCode Available | 0 | 5 |
| K-UNN: k-Space Interpolation With Untrained Neural Network | Aug 11, 2022 | 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 |
| J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction | Nov 6, 2019 | compressed sensingDeep Learning | 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 |
| Iterative PET Image Reconstruction Using Convolutional Neural Network Representation | Oct 9, 2017 | DenoisingImage Reconstruction | CodeCode Available | 0 | 5 |
