| Latent Graph Representations for Critical View of Safety Assessment | Dec 8, 2022 | AnatomyGraph Neural Network | CodeCode Available | 1 |
| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 |
| Learning Affinity-Aware Upsampling for Deep Image Matting | Nov 29, 2020 | Image MattingImage Reconstruction | CodeCode Available | 1 |
| Deep Convolutional Autoencoders for reconstructing magnetic resonance images of the healthy brain | Jan 19, 2021 | Data AugmentationDimensionality Reduction | CodeCode Available | 1 |
| 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 |
| Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder | May 4, 2023 | Image GenerationImage 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 |
| Lightweight Bimodal Network for Single-Image Super-Resolution via Symmetric CNN and Recursive Transformer | Apr 28, 2022 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction | Jan 8, 2020 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Convergence Guarantees for Non-Convex Optimisation with Cauchy-Based Penalties | Mar 10, 2020 | DenoisingImage 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 |
| 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 |
| MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation | May 25, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization | Apr 1, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| A Conditional Diffusion Model for Electrical Impedance Tomography Image Reconstruction | Dec 22, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model | Jun 5, 2023 | Deep LearningDenoising | CodeCode Available | 1 |
| MindDiffuser: Controlled Image Reconstruction from Human Brain Activity with Semantic and Structural Diffusion | Aug 8, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels | Mar 15, 2023 | DenoisingDrug Discovery | CodeCode Available | 1 |
| MIST: Multiple Instance Spatial Transformer Network | Nov 26, 2018 | Anomaly Detection In Surveillance VideosImage Reconstruction | CodeCode Available | 1 |
| MIST: Multiple Instance Spatial Transformer | Jun 19, 2021 | Image Reconstruction | CodeCode Available | 1 |
| Context-Aware Pretraining for Efficient Blind Image Decomposition | Jan 1, 2023 | AttributeImage Reconstruction | CodeCode Available | 1 |
| Data Consistent Deep Rigid MRI Motion Correction | Jan 25, 2023 | Image Reconstruction | CodeCode Available | 1 |
