| Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation | Apr 23, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI | Aug 30, 2023 | Anomaly DetectionAnomaly Segmentation | 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 |
| A Two-Stage Attentive Network for Single Image Super-Resolution | Apr 21, 2021 | Image ReconstructionImage Super-Resolution | CodeCode Available | 1 |
| Monitored Distillation for Positive Congruent Depth Completion | Mar 30, 2022 | Depth CompletionImage Reconstruction | 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 |
| Bayesian Image Reconstruction using Deep Generative Models | Dec 8, 2020 | Image DenoisingImage Inpainting | 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 |
