| J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction | Nov 6, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal | Mar 20, 2025 | Image ReconstructionRain Removal | CodeCode Available | 0 | 5 |
| Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation | Apr 25, 2024 | Image ReconstructionImage Super-Resolution | CodeCode Available | 0 | 5 |
| A Conditional Denoising Diffusion Probabilistic Model for Radio Interferometric Image Reconstruction | May 16, 2023 | AstronomyDenoising | CodeCode Available | 0 | 5 |
| Attribute2Image: Conditional Image Generation from Visual Attributes | Dec 2, 2015 | AttributeConditional Image Generation | CodeCode Available | 0 | 5 |
| Remote Sensing Image Fusion Based on Two-stream Fusion Network | Nov 7, 2017 | Image ReconstructionSuper-Resolution | CodeCode Available | 0 | 5 |
| Iterative PET Image Reconstruction Using Convolutional Neural Network Representation | Oct 9, 2017 | DenoisingImage Reconstruction | CodeCode Available | 0 | 5 |
| Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale Refinement | Aug 20, 2024 | Image ReconstructionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Combining band-frequency separation and deep neural networks for optoacoustic imaging | Oct 14, 2022 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Color Image Restoration Exploiting Inter-channel Correlation with a 3-stage CNN | Dec 8, 2020 | Color Image DenoisingDemosaicking | CodeCode Available | 0 | 5 |
| An Optimal Control Framework for Joint-channel Parallel MRI Reconstruction without Coil Sensitivities | Sep 20, 2021 | Image ReconstructionMRI Reconstruction | CodeCode Available | 0 | 5 |
| IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors | Jan 5, 2025 | AstronomyImage Reconstruction | CodeCode Available | 0 | 5 |
| An Educated Warm Start For Deep Image Prior-Based Micro CT Reconstruction | Nov 23, 2021 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 | 5 |
| JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR Video | Sep 10, 2019 | Image ReconstructionInverse-Tone-Mapping | CodeCode Available | 0 | 5 |
| Cogradient Descent for Dependable Learning | Jun 20, 2021 | Image InpaintingImage Reconstruction | CodeCode Available | 0 | 5 |
| AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve Privacy | Nov 25, 2024 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Inverse receptive field attention for naturalistic image reconstruction from the brain | Jan 6, 2025 | Image Reconstruction | CodeCode Available | 0 | 5 |
| An Online Plug-and-Play Algorithm for Regularized Image Reconstruction | Sep 12, 2018 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Interval Neural Networks as Instability Detectors for Image Reconstructions | Mar 27, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 0 | 5 |
| A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction | Mar 1, 2017 | compressed sensingDictionary Learning | CodeCode Available | 0 | 5 |
| Interval Neural Networks: Uncertainty Scores | Mar 25, 2020 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 | 5 |
| Information Competing Process for Learning Diversified Representations | Jun 4, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks | May 2, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Invert to Learn to Invert | Nov 25, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences | Mar 5, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 | 5 |
| Improving Self-Supervised Single View Depth Estimation by Masking Occlusion | Aug 29, 2019 | Depth And Camera MotionDepth Estimation | CodeCode Available | 0 | 5 |
| Improved low-count quantitative PET reconstruction with an iterative neural network | Jun 5, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction | Apr 8, 2017 | compressed sensingDictionary Learning | CodeCode Available | 0 | 5 |
| Improved Multi-Shot Diffusion-Weighted MRI with Zero-Shot Self-Supervised Learning Reconstruction | Aug 9, 2023 | Diffusion MRIImage Reconstruction | CodeCode Available | 0 | 5 |
| Investigating the use of publicly available natural videos to learn Dynamic MR image reconstruction | Nov 23, 2023 | compressed sensingImage Reconstruction | CodeCode Available | 0 | 5 |
| Latent Multimodal Reconstruction for Misinformation Detection | Apr 8, 2025 | Image ReconstructionMisinformation | CodeCode Available | 0 | 5 |
| Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space Missions | Jun 22, 2025 | Disaster ResponseImage Reconstruction | CodeCode Available | 0 | 5 |
| Image-to-Image MLP-mixer for Image Reconstruction | Feb 4, 2022 | Compressive SensingDenoising | CodeCode Available | 0 | 5 |
| Image Reconstruction with Predictive Filter Flow | Nov 28, 2018 | DeblurringDenoising | CodeCode Available | 0 | 5 |
| Imaging at the quantum limit with convolutional neural networks | Jun 16, 2025 | DenoisingImage Reconstruction | CodeCode Available | 0 | 5 |
| Implicit Generation and Generalization in Energy-Based Models | Mar 20, 2019 | General ClassificationImage Reconstruction | CodeCode Available | 0 | 5 |
| A new solution to the curved Ewald sphere problem for 3D image reconstruction in electron microscopy | Jan 4, 2021 | Image ReconstructionObject | CodeCode Available | 0 | 5 |
| Image Processing Using Multi-Code GAN Prior | Dec 15, 2019 | Blind Face RestorationColorization | CodeCode Available | 0 | 5 |
| Image reconstruction by domain transform manifold learning | Apr 28, 2017 | AstronomyImage Reconstruction | CodeCode Available | 0 | 5 |
| Implicit Generation and Modeling with Energy Based Models | Dec 1, 2019 | General ClassificationImage Generation | CodeCode Available | 0 | 5 |
| Image Compressed Sensing with Multi-scale Dilated Convolutional Neural Network | Sep 28, 2022 | compressed sensingImage Compressed Sensing | CodeCode Available | 0 | 5 |
| Chasing Better Deep Image Priors between Over- and Under-parameterization | Oct 31, 2024 | Compressive SensingDecoder | CodeCode Available | 0 | 5 |
| A Neural Network for Semigroups | Mar 12, 2021 | DenoisingImage Reconstruction | CodeCode Available | 0 | 5 |
| I^3Net: Inter-Intra-slice Interpolation Network for Medical Slice Synthesis | May 5, 2024 | Image ReconstructionSuper-Resolution | CodeCode Available | 0 | 5 |
| Implicit Inversion turns CLIP into a Decoder | May 29, 2025 | DecoderImage Generation | CodeCode Available | 0 | 5 |
| Center Smoothing: Certified Robustness for Networks with Structured Outputs | Feb 19, 2021 | Adversarial RobustnessDimensionality Reduction | CodeCode Available | 0 | 5 |
| HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction | Aug 9, 2023 | AnatomyImage Reconstruction | CodeCode Available | 0 | 5 |
| HUNet: Homotopy Unfolding Network for Image Compressive Sensing | Jan 1, 2025 | Compressive SensingImage Reconstruction | CodeCode Available | 0 | 5 |
| Hyperparameter selection for Discrete Mumford-Shah | Sep 28, 2021 | Contour DetectionDenoising | CodeCode Available | 0 | 5 |
| How to Blend Concepts in Diffusion Models | Jul 19, 2024 | Image Reconstruction | CodeCode Available | 0 | 5 |
