| DC-WCNN: A deep cascade of wavelet based convolutional neural networks for MR Image Reconstruction | Jan 8, 2020 | DecoderImage Reconstruction | CodeCode Available | 1 |
| Deep Bayesian Inversion | Nov 14, 2018 | Decision MakingImage Reconstruction | CodeCode Available | 1 |
| Data Consistent Deep Rigid MRI Motion Correction | Jan 25, 2023 | Image Reconstruction | CodeCode Available | 1 |
| Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR) | Dec 7, 2019 | Computational EfficiencyImage Reconstruction | CodeCode Available | 1 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Deep Learning in Photoacoustic Tomography: Current approaches and future directions | Sep 16, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Deep Manifold Learning for Dynamic MR Imaging | Mar 9, 2021 | compressed sensingImage Reconstruction | 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 |
| Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image Reconstruction | Dec 22, 2020 | De-aliasingImage Reconstruction | 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 |
| Digging into Uncertainty in Self-supervised Multi-view Stereo | Aug 30, 2021 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 1 |
| Exploiting Regional Information Transformer for Single Image Deraining | Feb 25, 2024 | Image ReconstructionRain Removal | CodeCode Available | 1 |
| Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI Reconstruction | Apr 3, 2020 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning | Nov 30, 2023 | Image ReconstructionObject Recognition | 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 |
| 2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learning | Jun 9, 2023 | Computed Tomography (CT)Image Denoising | CodeCode Available | 1 |
| A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging | Aug 17, 2021 | Compressive SensingComputational Efficiency | CodeCode Available | 1 |
| CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging | Aug 28, 2020 | Image Reconstruction | CodeCode Available | 1 |
| End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images | Jun 29, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Event-based Video Reconstruction via Potential-assisted Spiking Neural Network | Jan 25, 2022 | Computational EfficiencyEvent-Based Video Reconstruction | CodeCode Available | 1 |
| Event-based visual place recognition with ensembles of temporal windows | May 22, 2020 | Image ReconstructionVisual Place Recognition | CodeCode Available | 1 |
| Exact Diffusion Inversion via Bi-directional Integration Approximation | Jul 10, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| Improving generative adversarial network inversion via fine-tuning GAN encoders | Aug 23, 2021 | Generative Adversarial NetworkImage Reconstruction | CodeCode Available | 1 |
| CoIL: Coordinate-based Internal Learning for Imaging Inverse Problems | Feb 9, 2021 | Image Reconstruction | CodeCode Available | 1 |
| A Decoupled Multi-Task Network for Shadow Removal | Mar 3, 2023 | Image ReconstructionImage Shadow Removal | CodeCode Available | 1 |
| Accelerated Motion Correction with Deep Generative Diffusion Models | Nov 1, 2022 | Image Reconstruction | CodeCode Available | 1 |
| fastMRI Breast: A publicly available radial k-space dataset of breast dynamic contrast-enhanced MRI | Jun 7, 2024 | DiagnosticImage Reconstruction | CodeCode Available | 1 |
| Compressive Spectral Image Reconstruction using Deep Prior and Low-Rank Tensor Representation | Jan 19, 2021 | 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 |
| Fourier Image Transformer | Apr 6, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints | Feb 22, 2024 | Depth EstimationImage Reconstruction | CodeCode Available | 1 |
| CE-VAE: Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement | Jun 3, 2024 | Image EnhancementImage Generation | CodeCode Available | 1 |
| Catch Missing Details: Image Reconstruction with Frequency Augmented Variational Autoencoder | May 4, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| A deep network for sinogram and CT image reconstruction | Jan 20, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Gradient Origin Networks | Jul 6, 2020 | Image GenerationImage Reconstruction | CodeCode Available | 1 |
| HDR-GAN: HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions | Jul 3, 2020 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| HDR image reconstruction from a single exposure using deep CNNs | Oct 20, 2017 | HDR ReconstructionImage Reconstruction | CodeCode Available | 1 |
| A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift | Mar 17, 2022 | 4kBurst Image Reconstruction | CodeCode Available | 1 |
| Hierarchical Latent Structure for Multi-Modal Vehicle Trajectory Forecasting | Jul 11, 2022 | Image ReconstructionTrajectory Forecasting | CodeCode Available | 1 |
| Accelerated MRI with Un-trained Neural Networks | Jul 6, 2020 | compressed sensingDecoder | CodeCode Available | 1 |
| How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective | Mar 27, 2022 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues | Dec 18, 2023 | Image Reconstruction | CodeCode Available | 1 |
| A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers | Feb 10, 2022 | De-aliasingDeep Learning | CodeCode Available | 1 |
| ADJUST: A Dictionary-Based Joint Reconstruction and Unmixing Method for Spectral Tomography | Dec 21, 2021 | 3D ReconstructionComputed Tomography (CT) | CodeCode Available | 1 |
| Modeling Mask Uncertainty in Hyperspectral Image Reconstruction | Dec 31, 2021 | Bilevel OptimizationImage 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 |
| Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? | Jan 17, 2022 | GAN image forensicsImage Generation | 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 |
