| Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN | Aug 5, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Deep Learning in Photoacoustic Tomography: Current approaches and future directions | Sep 16, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 | 5 |
| Learning to do multiframe wavefront sensing unsupervisedly: applications to blind deconvolution | Jun 2, 2020 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Learning Weakly Convex Regularizers for Convergent Image-Reconstruction Algorithms | Aug 21, 2023 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 | 5 |
| Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging | Oct 27, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | 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 |
| Homotopic Gradients of Generative Density Priors for MR Image Reconstruction | Aug 14, 2020 | DenoisingImage 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 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Auto-Encoding Morph-Tokens for Multimodal LLM | May 3, 2024 | Image ReconstructionMORPH | CodeCode Available | 1 | 5 |
| Focal Frequency Loss for Image Reconstruction and Synthesis | Dec 23, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| Active MR k-space Sampling with Reinforcement Learning | Jul 20, 2020 | Image Reconstructionreinforcement-learning | CodeCode Available | 1 | 5 |
| Fourier Image Transformer | Apr 6, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 | 5 |
| Measuring Robustness in Deep Learning Based Compressive Sensing | Feb 11, 2021 | Compressive SensingDeep Learning | CodeCode Available | 1 | 5 |
| MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation | May 25, 2025 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Two-Stage Attentive Network for Single Image Super-Resolution | Apr 21, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 | 5 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 | 5 |
| Exploiting Regional Information Transformer for Single Image Deraining | Feb 25, 2024 | Image ReconstructionRain Removal | 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 |
| Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity Estimation | Jun 2, 2021 | Disparity EstimationImage Reconstruction | CodeCode Available | 1 | 5 |
| E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event Cameras | Jun 15, 2023 | Image Reconstruction | 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 |
| GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints | Feb 22, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 1 | 5 |
