| In-Domain GAN Inversion for Real Image Editing | Mar 31, 2020 | Image Reconstruction | CodeCode Available | 1 |
| Learning Multiscale Convolutional Dictionaries for Image Reconstruction | Nov 25, 2020 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| Improving generative adversarial network inversion via fine-tuning GAN encoders | Aug 23, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| Joint demosaicing and fusion of multiresolution coded acquisitions: A unified image formation and reconstruction method | Sep 3, 2022 | DemosaickingImage Reconstruction | CodeCode Available | 1 |
| KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow | Apr 11, 2020 | CPUGPU | CodeCode Available | 1 |
| k-t CLAIR: Self-Consistency Guided Multi-Prior Learning for Dynamic Parallel MR Image Reconstruction | Oct 17, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 1 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Latent Graph Representations for Critical View of Safety Assessment | Dec 8, 2022 | AnatomyGraph Neural Network | CodeCode Available | 1 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event Cameras | Jun 15, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Context-Aware Pretraining for Efficient Blind Image Decomposition | Jan 1, 2023 | AttributeImage Reconstruction | CodeCode Available | 1 |
| Learning A Low-Level Vision Generalist via Visual Task Prompt | Aug 16, 2024 | Image ReconstructionImage Stylization | CodeCode Available | 1 |
| Compressive Spectral Image Reconstruction using Deep Prior and Low-Rank Tensor Representation | Jan 19, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Learning Robust Deep Visual Representations from EEG Brain Recordings | Oct 25, 2023 | Contrastive LearningEEG | CodeCode Available | 1 |
| Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI Reconstruction | Apr 3, 2020 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| L-Verse: Bidirectional Generation Between Image and Text | Nov 22, 2021 | Image CaptioningImage Generation | CodeCode Available | 1 |
| Computing Multiple Image Reconstructions with a Single Hypernetwork | Feb 22, 2022 | compressed sensingDenoising | CodeCode Available | 1 |
| Convergence Guarantees for Non-Convex Optimisation with Cauchy-Based Penalties | Mar 10, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| CoIL: Coordinate-based Internal Learning for Imaging Inverse Problems | Feb 9, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction | Mar 5, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Measuring Robustness in Deep Learning Based Compressive Sensing | Feb 11, 2021 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| Active MR k-space Sampling with Reinforcement Learning | Jul 20, 2020 | Image Reconstructionreinforcement-learning | CodeCode Available | 1 |
| Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical images | Apr 1, 2022 | Image Reconstruction | CodeCode Available | 1 |
| MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion | Aug 8, 2023 | Image Reconstruction | CodeCode Available | 1 |
| MINER: Multiscale Implicit Neural Representations | Feb 7, 2022 | Image Reconstruction | CodeCode Available | 1 |
| A Two-Stage Attentive Network for Single Image Super-Resolution | Apr 21, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow Removal | Aug 2, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Deformation-Compensated Learning for Image Reconstruction without Ground Truth | Jul 12, 2021 | Image ReconstructionObject | CodeCode Available | 1 |
| MoDL: Model Based Deep Learning Architecture for Inverse Problems | Dec 7, 2017 | Deep LearningGPU | CodeCode Available | 1 |
| A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction | Jan 24, 2023 | Image Reconstruction | CodeCode Available | 1 |
| 3D GAN Inversion with Pose Optimization | Oct 13, 2022 | 3D ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Multi-Modal Transformer for Accelerated MR Imaging | Jun 27, 2021 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 |
| Cross-domain Denoising for Low-dose Multi-frame Spiral Computed Tomography | Apr 21, 2023 | Computed Tomography (CT)Denoising | CodeCode Available | 1 |
| Attentive Contextual Attention for Cloud Removal | Nov 20, 2024 | Cloud RemovalEarth Observation | CodeCode Available | 1 |
| 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 |
| Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction | Feb 22, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| Self-Supervised Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography | Sep 17, 2024 | Image Reconstruction | CodeCode Available | 1 |
| CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging | Aug 28, 2020 | Image Reconstruction | CodeCode Available | 1 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage Reconstruction | CodeCode Available | 1 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| On Solving SAR Imaging Inverse Problems Using Non-Convex Regularization with a Cauchy-based Penalty | May 1, 2020 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 |
| OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by Enhancing | Feb 6, 2023 | DenoisingDiabetic Retinopathy Grading | CodeCode Available | 1 |
| Out-of-Distribution Detection for Monocular Depth Estimation | Aug 11, 2023 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| Perceptual Image Anomaly Detection | Sep 12, 2019 | Anomaly DetectionImage Reconstruction | CodeCode Available | 1 |
| 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 |
| Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder | May 4, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| PIP: Positional-encoding Image Prior | Nov 25, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Plug-and-Play Tri-Branch Invertible Block for Image Rescaling | Dec 18, 2024 | Compressed Image Super-resolutionImage Reconstruction | CodeCode Available | 1 |
| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 |
