| Invertible Diffusion Models for Compressed Sensing | Mar 25, 2024 | compressed sensingGPU | CodeCode Available | 2 | 5 |
| Advancing MRI Reconstruction: A Systematic Review of Deep Learning and Compressed Sensing Integration | Jan 24, 2025 | compressed sensingFederated Learning | CodeCode Available | 2 | 5 |
| DiAD: A Diffusion-based Framework for Multi-class Anomaly Detection | Dec 11, 2023 | Anomaly DetectionDenoising | CodeCode Available | 2 | 5 |
| A Modular and Robust Physics-Based Approach for Lensless Image Reconstruction | Mar 1, 2024 | Image Reconstruction | CodeCode Available | 2 | 5 |
| Generative Adversarial Network in Medical Imaging: A Review | Sep 19, 2018 | Data AugmentationDomain Adaptation | CodeCode Available | 2 | 5 |
| IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model | May 16, 2024 | Image EnhancementImage Reconstruction | CodeCode Available | 2 | 5 |
| Q-Insight: Understanding Image Quality via Visual Reinforcement Learning | Mar 28, 2025 | DescriptiveImage Quality Assessment | CodeCode Available | 2 | 5 |
| BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities | Jan 24, 2025 | Brain DecodingImage Reconstruction | CodeCode Available | 1 | 5 |
| Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT) | Nov 4, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus Decoding | Feb 25, 2023 | Brain DecodingImage Generation | CodeCode Available | 1 | 5 |
| Brain Captioning: Decoding human brain activity into images and text | May 19, 2023 | Brain DecodingDepth Estimation | CodeCode Available | 1 | 5 |
| BrainVis: Exploring the Bridge between Brain and Visual Signals via Image Reconstruction | Dec 22, 2023 | cross-modal alignmentEEG | CodeCode Available | 1 | 5 |
| B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2D MRI | Jan 27, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems | Nov 19, 2015 | compressed sensingDenoising | CodeCode Available | 1 | 5 |
| Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations | Jan 1, 2024 | AttributeImage Reconstruction | CodeCode Available | 1 | 5 |
| 3D GAN Inversion with Pose Optimization | Oct 13, 2022 | 3D ReconstructionImage Reconstruction | CodeCode Available | 1 | 5 |
| EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction | Mar 15, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 | 5 |
| E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event Cameras | Jun 15, 2023 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning Geometries | May 3, 2023 | Image Reconstruction | CodeCode Available | 1 | 5 |
| End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images | Jun 29, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets | Mar 6, 2020 | BenchmarkingImage Reconstruction | CodeCode Available | 1 | 5 |
| Bayesian Image Reconstruction using Deep Generative Models | Dec 8, 2020 | Image DenoisingImage Inpainting | CodeCode Available | 1 | 5 |
| Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction | Apr 12, 2021 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI | May 20, 2025 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Digging into Uncertainty in Self-supervised Multi-view Stereo | Aug 30, 2021 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machine | Oct 12, 2022 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| Exploiting Regional Information Transformer for Single Image Deraining | Feb 25, 2024 | Image ReconstructionRain Removal | CodeCode Available | 1 | 5 |
| Modeling Mask Uncertainty in Hyperspectral Image Reconstruction | Dec 31, 2021 | Bilevel OptimizationImage Reconstruction | CodeCode Available | 1 | 5 |
| ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance Imaging | Apr 30, 2024 | BenchmarkingImage Reconstruction | CodeCode Available | 1 | 5 |
| Beyond Learned Metadata-based Raw Image Reconstruction | Jun 21, 2023 | Image CompressionImage Reconstruction | CodeCode Available | 1 | 5 |
| Digging Into Self-Supervised Monocular Depth Estimation | Jun 4, 2018 | Camera Pose EstimationDepth Estimation | CodeCode Available | 1 | 5 |
| DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement | Dec 1, 2024 | Image EnhancementImage Reconstruction | CodeCode Available | 1 | 5 |
| E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning | Nov 30, 2023 | Image ReconstructionObject Recognition | CodeCode Available | 1 | 5 |
| Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging | Oct 27, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction | Jan 24, 2023 | Image Reconstruction | CodeCode Available | 1 | 5 |
| DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised h-transform | Jun 3, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 | 5 |
| Nonlinear optical encoding enabled by recurrent linear scattering | Jul 17, 2023 | Data CompressionDecoder | CodeCode Available | 1 | 5 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| Accelerated Motion Correction with Deep Generative Diffusion Models | Nov 1, 2022 | Image Reconstruction | CodeCode Available | 1 | 5 |
| A Deep Learning Framework to Reconstruct Face under Mask | Mar 23, 2022 | Deep LearningGender Classification | CodeCode Available | 1 | 5 |
| A deep network for sinogram and CT image reconstruction | Jan 20, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 | 5 |
| Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction | Nov 30, 2021 | DenoisingImage Reconstruction | CodeCode Available | 1 | 5 |
| A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift | Mar 17, 2022 | 4kBurst Image Reconstruction | CodeCode Available | 1 | 5 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 | 5 |
| Auto-Encoding Morph-Tokens for Multimodal LLM | May 3, 2024 | Image ReconstructionMORPH | CodeCode Available | 1 | 5 |
| ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography | Dec 21, 2021 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Attentive Contextual Attention for Cloud Removal | Nov 20, 2024 | Cloud RemovalEarth Observation | CodeCode Available | 1 | 5 |
| A Two-Stage Attentive Network for Single Image Super-Resolution | Apr 21, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 | 5 |
| A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal | Aug 2, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 | 5 |
