| Event-based visual place recognition with ensembles of temporal windows | May 22, 2020 | Image ReconstructionVisual Place Recognition | CodeCode Available | 1 |
| 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 |
| Accelerated Motion Correction with Deep Generative Diffusion Models | Nov 1, 2022 | Image Reconstruction | CodeCode Available | 1 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Fairness for Image Generation with Uncertain Sensitive Attributes | Jun 23, 2021 | FairnessImage Generation | CodeCode Available | 1 |
| fastMRI: An Open Dataset and Benchmarks for Accelerated MRI | Nov 21, 2018 | BIG-bench Machine LearningImage Reconstruction | CodeCode Available | 1 |
| Feature-Style Encoder for Style-Based GAN Inversion | Feb 4, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity Estimation | Jun 2, 2021 | Disparity EstimationImage Reconstruction | CodeCode Available | 1 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Fourier Image Transformer | Apr 6, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation | Oct 27, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Exploiting Regional Information Transformer for Single Image Deraining | Feb 25, 2024 | Image ReconstructionRain Removal | CodeCode Available | 1 |
| GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image Reconstruction | Mar 26, 2024 | 3D Human Pose EstimationImage Reconstruction | CodeCode Available | 1 |
| EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image Reconstruction | Mar 15, 2024 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| 3D GAN Inversion with Pose Optimization | Oct 13, 2022 | 3D ReconstructionImage Reconstruction | CodeCode Available | 1 |
| Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN | Aug 5, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging | Aug 17, 2021 | Compressive SensingComputational Efficiency | CodeCode Available | 1 |
| High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation | Jul 31, 2023 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| DEFT: Efficient Fine-Tuning of Diffusion Models by Learning the Generalised h-transform | Jun 3, 2024 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Homotopic Gradients of Generative Density Priors for MR Image Reconstruction | Aug 14, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective | Mar 27, 2022 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering | Nov 24, 2021 | DecoderImage Reconstruction | CodeCode Available | 1 |
| IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing Images | Mar 18, 2024 | Cloud RemovalImage Generation | CodeCode Available | 1 |
| Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging | Oct 27, 2020 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| i-MAE: Are Latent Representations in Masked Autoencoders Linearly Separable? | Oct 20, 2022 | Image Reconstruction | CodeCode Available | 1 |
| Image2Points:A 3D Point-based Context Clusters GAN for High-Quality PET Image Reconstruction | Feb 1, 2024 | Image Reconstruction | CodeCode Available | 1 |
| Denoising Auto-encoding Priors in Undecimated Wavelet Domain for MR Image Reconstruction | Sep 3, 2019 | Compressive SensingDenoising | CodeCode Available | 1 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | CodeCode Available | 1 |
| 2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning | Jun 9, 2023 | Computed Tomography (CT)Image Denoising | CodeCode Available | 1 |
| Deep Physics-Guided Unrolling Generalization for Compressed Sensing | Jul 18, 2023 | compressed sensingImage Compressed Sensing | CodeCode Available | 1 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks | Feb 17, 2023 | DeblurringDeep Learning | CodeCode Available | 1 |
| Deep Learning in Photoacoustic Tomography: Current approaches and future directions | Sep 16, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR) | Dec 7, 2019 | Computational EfficiencyImage Reconstruction | CodeCode Available | 1 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Nonlinear optical encoding enabled by recurrent linear scattering | Jul 17, 2023 | Data CompressionDecoder | CodeCode Available | 1 |
| E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event Cameras | Jun 15, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Data Consistent Deep Rigid MRI Motion Correction | Jan 25, 2023 | Image 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 |
| 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 |
| DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction | Jan 8, 2020 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI Reconstruction | Apr 3, 2020 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| CoIL: Coordinate-based Internal Learning for Imaging Inverse Problems | Feb 9, 2021 | Image Reconstruction | CodeCode Available | 1 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | 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 |
| Compressive Spectral Image Reconstruction using Deep Prior and Low-Rank Tensor Representation | Jan 19, 2021 | Image Reconstruction | CodeCode Available | 1 |
| 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 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage 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 |
