| Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels | Mar 15, 2023 | DenoisingDrug Discovery | CodeCode Available | 1 | 5 |
| Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion | Jul 2, 2020 | Cloud RemovalEarth Observation | CodeCode Available | 1 | 5 |
| CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging | Aug 28, 2020 | Image Reconstruction | CodeCode Available | 1 | 5 |
| B-spline Parameterized Joint Optimization of Reconstruction and K-space Trajectories (BJORK) for Accelerated 2D MRI | Jan 27, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly Detection | Sep 13, 2023 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Generative Modeling in Sinogram Domain for Sparse-view CT Reconstruction | Nov 25, 2022 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 | 5 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage Reconstruction | CodeCode Available | 1 | 5 |
| Gradient Origin Networks | Jul 6, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| Accelerated Motion Correction with Deep Generative Diffusion Models | Nov 1, 2022 | Image Reconstruction | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 | 5 |
| Context-Aware Pretraining for Efficient Blind Image Decomposition | Jan 1, 2023 | AttributeImage Reconstruction | CodeCode Available | 1 | 5 |
| Computing Multiple Image Reconstructions with a Single Hypernetwork | Feb 22, 2022 | compressed sensingDenoising | CodeCode Available | 1 | 5 |
| Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting | Jul 11, 2022 | Image ReconstructionTrajectory Forecasting | CodeCode Available | 1 | 5 |
| 3D GAN Inversion with Pose Optimization | Oct 13, 2022 | 3D ReconstructionImage Reconstruction | CodeCode Available | 1 | 5 |
| Brain Captioning: Decoding human brain activity into images and text | May 19, 2023 | Brain DecodingDepth Estimation | CodeCode Available | 1 | 5 |
| Fairness for Image Generation with Uncertain Sensitive Attributes | Jun 23, 2021 | FairnessImage Generation | CodeCode Available | 1 | 5 |
| fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI | Jun 7, 2024 | DiagnosticImage Reconstruction | CodeCode Available | 1 | 5 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 | 5 |
| Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering | Nov 24, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 | 5 |
| Beyond Learned Metadata-based Raw Image Reconstruction | Jun 21, 2023 | Image CompressionImage Reconstruction | CodeCode Available | 1 | 5 |
| IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images | Mar 18, 2024 | Cloud RemovalImage Generation | CodeCode Available | 1 | 5 |
| DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction | Jan 8, 2020 | DecoderImage Reconstruction | CodeCode Available | 1 | 5 |
| i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable? | Oct 20, 2022 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets | Mar 6, 2020 | BenchmarkingImage Reconstruction | CodeCode Available | 1 | 5 |
| Data Consistent Deep Rigid MRI Motion Correction | Jan 25, 2023 | Image Reconstruction | CodeCode Available | 1 | 5 |
| Bayesian Image Reconstruction using Deep Generative Models | Dec 8, 2020 | Image DenoisingImage Inpainting | CodeCode Available | 1 | 5 |
| 2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning | Jun 9, 2023 | Computed Tomography (CT)Image Denoising | CodeCode Available | 1 | 5 |
| Exact Diffusion Inversion via Bi-directional Integration Approximation | Jul 10, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography Images | Mar 13, 2024 | AnatomyAnomaly Detection | 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 |
| 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 |
| Event-based visual place recognition with ensembles of temporal windows | May 22, 2020 | Image ReconstructionVisual Place Recognition | CodeCode Available | 1 | 5 |
| EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning | Mar 17, 2020 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 | 5 |
| Face Hallucination via Split-Attention in Split-Attention Network | Oct 22, 2020 | Face DetectionFace Hallucination | CodeCode Available | 1 | 5 |
| Fast MRI Reconstruction via Edge Attention | Apr 22, 2023 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 | 5 |
| Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems | Nov 19, 2015 | compressed sensingDenoising | CodeCode Available | 1 | 5 |
| Attentive Contextual Attention for Cloud Removal | Nov 20, 2024 | Cloud RemovalEarth Observation | CodeCode Available | 1 | 5 |
| End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images | Jun 29, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 | 5 |
| Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning Geometries | May 3, 2023 | Image 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 |
| Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT) | Nov 4, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 | 5 |
| E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning | Nov 30, 2023 | Image ReconstructionObject Recognition | 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 |
| 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 | 5 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRI | May 20, 2025 | Image 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 |
| A Simple Adaptive Unfolding Network for Hyperspectral Image Reconstruction | Jan 24, 2023 | Image Reconstruction | CodeCode Available | 1 | 5 |
