| HDR-GAN: HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions | Jul 3, 2020 | HDR ReconstructionImage Reconstruction | 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 |
| Improving generative adversarial network inversion via fine-tuning GAN encoders | Aug 23, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 | 5 |
| Modeling Mask Uncertainty in Hyperspectral Image Reconstruction | Dec 31, 2021 | Bilevel OptimizationImage 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 |
| Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction | Sep 3, 2019 | Compressive SensingDenoising | CodeCode Available | 1 | 5 |
| HDR image reconstruction from a single exposure using deep CNNs | Oct 20, 2017 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 | 5 |
| Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark | Jan 9, 2023 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 | 5 |
| IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images | Mar 18, 2024 | Cloud RemovalImage Generation | CodeCode Available | 1 | 5 |
| Exploring Quasi-Global Solutions to Compound Lens Based Computational Imaging Systems | Apr 30, 2024 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Brain Captioning: Decoding human brain activity into images and text | May 19, 2023 | Brain DecodingDepth Estimation | CodeCode Available | 1 | 5 |
| MetaHDR: Model-Agnostic Meta-Learning for HDR Image Reconstruction | Mar 20, 2021 | Image ReconstructionMeta-Learning | 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 |
| 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 |
| DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image Enhancement | Dec 1, 2024 | Image EnhancementImage Reconstruction | CodeCode Available | 1 | 5 |
| Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction | Apr 12, 2021 | Image Reconstruction | CodeCode Available | 1 | 5 |
| MIST: Multiple Instance Spatial Transformer Network | Nov 26, 2018 | Anomaly Detection In Surveillance VideosImage Reconstruction | CodeCode Available | 1 | 5 |
| MIST: Multiple Instance Spatial Transformer | Jun 19, 2021 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Gradient Origin Networks | Jul 6, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI | May 20, 2025 | Image 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 |
| EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction | Mar 15, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 | 5 |
| MRI super-resolution reconstruction using efficient diffusion probabilistic model with residual shifting | Mar 3, 2025 | Computational EfficiencyDenoising | 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 |
| Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems | Nov 19, 2015 | compressed sensingDenoising | CodeCode Available | 1 | 5 |
| Cross-domain Denoising for Low-dose Multi-frame Spiral Computed Tomography | Apr 21, 2023 | Computed Tomography (CT)Denoising | CodeCode Available | 1 | 5 |
| Active MR k-space Sampling with Reinforcement Learning | Jul 20, 2020 | Image Reconstructionreinforcement-learning | 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 |
| Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion | Jun 1, 2020 | Blind Face RestorationImage Reconstruction | CodeCode Available | 1 | 5 |
| Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets | Mar 6, 2020 | BenchmarkingImage Reconstruction | CodeCode Available | 1 | 5 |
| A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction | Jan 24, 2023 | Image Reconstruction | CodeCode Available | 1 | 5 |
| 3D GAN Inversion with Pose Optimization | Oct 13, 2022 | 3D ReconstructionImage Reconstruction | CodeCode Available | 1 | 5 |
| Event-based Video Reconstruction via Potential-assisted Spiking Neural Network | Jan 25, 2022 | Computational EfficiencyEvent-Based Video Reconstruction | CodeCode Available | 1 | 5 |
| Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images | Mar 13, 2024 | AnatomyAnomaly Detection | CodeCode Available | 1 | 5 |
| Exact Diffusion Inversion via Bi-directional Integration Approximation | Jul 10, 2023 | Image GenerationImage 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 |
| EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning | Mar 17, 2020 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 | 5 |
| Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising | Nov 11, 2020 | DenoisingDiagnostic | CodeCode Available | 1 | 5 |
| Beyond Learned Metadata-based Raw Image Reconstruction | Jun 21, 2023 | Image CompressionImage Reconstruction | CodeCode Available | 1 | 5 |
| GCRDN: Global Context-Driven Residual Dense Network for Remote Sensing Image Superresolution | May 4, 2023 | DecoderImage Reconstruction | CodeCode Available | 1 | 5 |
| Face Hallucination via Split-Attention in Split-Attention Network | Oct 22, 2020 | Face DetectionFace Hallucination | CodeCode Available | 1 | 5 |
| Out-of-Distribution Detection for Monocular Depth Estimation | Aug 11, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 | 5 |
| FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection | Sep 13, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Fairness for Image Generation with Uncertain Sensitive Attributes | Jun 23, 2021 | FairnessImage Generation | CodeCode Available | 1 | 5 |
| Physics-based Reconstruction Methods for Magnetic Resonance Imaging | Oct 3, 2020 | Image 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 |
| fastMRI: An Open Dataset and Benchmarks for Accelerated MRI | Nov 21, 2018 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 | 5 |
| Plug-and-Play Tri-Branch Invertible Block for Image Rescaling | Dec 18, 2024 | Compressed Image Super-resolutionImage Reconstruction | CodeCode Available | 1 | 5 |
| Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction | Nov 25, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 | 5 |
| GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction | Mar 26, 2024 | 3D Human Pose EstimationImage Reconstruction | CodeCode Available | 1 | 5 |
