| Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets | Mar 6, 2020 | BenchmarkingImage Reconstruction | CodeCode Available | 1 |
| Time of arrival imaging: The proof of concept for a novel medical imaging modality | Feb 28, 2020 | AnatomyImage Reconstruction | —Unverified | 0 |
| Momentum-Net for Low-Dose CT Image Reconstruction | Feb 27, 2020 | DenoisingImage Denoising | —Unverified | 0 |
| Boosting the Performance of Plug-and-Play Priors via Denoiser Scaling | Feb 26, 2020 | DenoisingImage Reconstruction | —Unverified | 0 |
| Deep Learning for Biomedical Image Reconstruction: A Survey | Feb 26, 2020 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Improving Robustness of Deep-Learning-Based Image Reconstruction | Feb 26, 2020 | compressed sensingDeep Learning | —Unverified | 0 |
| Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction | Feb 24, 2020 | Compressive SensingGenerative Adversarial Network | —Unverified | 0 |
| Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction | Feb 22, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Utilizing the Wavelet Transform's Structure in Compressed Sensing | Feb 11, 2020 | compressed sensingDenoising | —Unverified | 0 |
| Convolutional Framework for Accelerated Magnetic Resonance Imaging | Feb 8, 2020 | Image Reconstruction | CodeCode Available | 0 |
| Finite Hilbert Transform in Weighted L2 Spaces | Feb 6, 2020 | Image Reconstruction | —Unverified | 0 |
| Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling | Feb 4, 2020 | Image Reconstruction | CodeCode Available | 0 |
| Novelty Detection via Non-Adversarial Generative Network | Feb 3, 2020 | DecoderImage Reconstruction | —Unverified | 0 |
| Noise2Inverse: Self-supervised deep convolutional denoising for tomography | Jan 31, 2020 | DenoisingImage Denoising | CodeCode Available | 1 |
| Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN | Jan 31, 2020 | AttributeGenerative Adversarial Network | —Unverified | 0 |
| Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images | Jan 30, 2020 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks | Jan 27, 2020 | Image ReconstructionMedical Diagnosis | —Unverified | 0 |
| Motion Recovery from Radon Transformed Image Using Neural Networks | Jan 25, 2020 | DecoderImage Reconstruction | —Unverified | 0 |
| Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Segmentation | Jan 25, 2020 | Image Reconstructionobject-detection | —Unverified | 0 |
| A deep network for sinogram and CT image reconstruction | Jan 20, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Total Deep Variation for Linear Inverse Problems | Jan 14, 2020 | Image ReconstructionImage Restoration | CodeCode Available | 1 |
| A Two-step-training Deep Learning Framework for Real-time Computational Imaging without Physics Priors | Jan 10, 2020 | Image Reconstruction | —Unverified | 0 |
| Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach | Jan 9, 2020 | Facial Landmark DetectionImage Reconstruction | —Unverified | 0 |
| Limited Angle Tomography for Transmission X-Ray Microscopy Using Deep Learning | Jan 8, 2020 | Deep LearningDenoising | —Unverified | 0 |
| DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction | Jan 8, 2020 | DecoderImage Reconstruction | CodeCode Available | 1 |
| A kernel Principal Component Analysis (kPCA) digest with a new backward mapping (pre-image reconstruction) strategy | Jan 7, 2020 | Dimensionality ReductionImage Reconstruction | —Unverified | 0 |
| Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge | Jan 6, 2020 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions | Dec 27, 2019 | Image ReconstructionSynthetic Data Generation | CodeCode Available | 1 |
| ODE-based Deep Network for MRI Reconstruction | Dec 27, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network | Dec 24, 2019 | Image GenerationImage Reconstruction | CodeCode Available | 0 |
| Harnessing Sparsity over the Continuum: Atomic Norm Minimization for Super Resolution | Dec 23, 2019 | Image ReconstructionSuper-Resolution | —Unverified | 0 |
| Joint Face Super-Resolution and Deblurring Using a Generative Adversarial Network | Dec 22, 2019 | 3D Face ReconstructionDeblurring | —Unverified | 0 |
| Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition | Dec 19, 2019 | Face RecognitionImage Reconstruction | —Unverified | 0 |
| Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction | Dec 19, 2019 | Image ReconstructionSSIM | —Unverified | 0 |
| Surface HOF: Surface Reconstruction from a Single Image Using Higher Order Function Networks | Dec 18, 2019 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction | Dec 18, 2019 | Image EnhancementImage Reconstruction | CodeCode Available | 0 |
| Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction | Dec 16, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Penalized-likelihood PET Image Reconstruction Using 3D Structural Convolutional Sparse Coding | Dec 16, 2019 | Image Reconstruction | —Unverified | 0 |
| A hierarchical approach to deep learning and its application to tomographic reconstruction | Dec 16, 2019 | Computational EfficiencyComputed Tomography (CT) | —Unverified | 0 |
| Image Processing Using Multi-Code GAN Prior | Dec 15, 2019 | Blind Face RestorationColorization | CodeCode Available | 0 |
| RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction | Dec 11, 2019 | compressed sensingDe-aliasing | —Unverified | 0 |
| Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction | Dec 11, 2019 | Image ReconstructionSensitivity | CodeCode Available | 0 |
| Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction | Dec 9, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Learning Disentangled Representations via Mutual Information Estimation | Dec 9, 2019 | DisentanglementGeneral Classification | CodeCode Available | 0 |
| Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR) | Dec 7, 2019 | Computational EfficiencyImage Reconstruction | CodeCode Available | 1 |
| Learning to Super Resolve Intensity Images from Events | Dec 3, 2019 | Image ReconstructionSuper-Resolution | CodeCode Available | 0 |
| EventGAN: Leveraging Large Scale Image Datasets for Event Cameras | Dec 3, 2019 | 2D Human Pose EstimationImage Reconstruction | CodeCode Available | 0 |
| Pyramid Convolutional RNN for MRI Image Reconstruction | Dec 2, 2019 | Image ReconstructionMRI Reconstruction | —Unverified | 0 |
| Texture Hallucination for Large-Factor Painting Super-Resolution | Dec 1, 2019 | 4kHallucination | —Unverified | 0 |
| Bat-G net: Bat-inspired High-Resolution 3D Image Reconstruction using Ultrasonic Echoes | Dec 1, 2019 | 3D ReconstructionDecoder | —Unverified | 0 |
