| 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 |
| An End-To-End-Trainable Iterative Network Architecture for Accelerated Radial Multi-Coil 2D Cine MR Image Reconstruction | Feb 1, 2021 | Dictionary LearningImage Reconstruction | CodeCode Available | 1 |
| A Neural-Network-Based Convex Regularizer for Inverse Problems | Nov 22, 2022 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Learning Robust Deep Visual Representations from EEG Brain Recordings | Oct 25, 2023 | Contrastive LearningEEG | CodeCode Available | 1 |
| Data Consistent Deep Rigid MRI Motion Correction | Jan 25, 2023 | Image Reconstruction | CodeCode Available | 1 |
| L-Verse: Bidirectional Generation Between Image and Text | Nov 22, 2021 | Image CaptioningImage Generation | CodeCode Available | 1 |
| Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain | Jan 19, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| Context-Aware Pretraining for Efficient Blind Image Decomposition | Jan 1, 2023 | AttributeImage Reconstruction | CodeCode Available | 1 |
| Convergence Guarantees for Non-Convex Optimisation with Cauchy-Based Penalties | Mar 10, 2020 | DenoisingImage Reconstruction | 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 |