| Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks | May 2, 2019 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods? | Nov 8, 2018 | CT ReconstructionDeep Learning | CodeCode Available | 0 | 5 |
| CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI Reconstruction | Jun 20, 2023 | Image EnhancementImage Reconstruction | CodeCode Available | 0 | 5 |
| DualDis: Dual-Branch Disentangling with Adversarial Learning | Jun 3, 2019 | AttributeData Augmentation | CodeCode Available | 0 | 5 |
| Instant Uncertainty Calibration of NeRFs Using a Meta-Calibrator | Dec 4, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 0 | 5 |
| Interval Neural Networks: Uncertainty Scores | Mar 25, 2020 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 | 5 |
| J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction | Nov 6, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 | 5 |
| Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imaging | Jun 19, 2023 | Image ReconstructionSSIM | CodeCode Available | 0 | 5 |
| CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns | Nov 2, 2020 | Image ReconstructionSegmentation | 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 |
| Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences | Mar 5, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 | 5 |
| Improved low-count quantitative PET reconstruction with an iterative neural network | Jun 5, 2019 | Image Reconstruction | 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 |
| Implicit Inversion turns CLIP into a Decoder | May 29, 2025 | DecoderImage Generation | CodeCode Available | 0 | 5 |
| Implicit Generation and Modeling with Energy Based Models | Dec 1, 2019 | General ClassificationImage Generation | CodeCode Available | 0 | 5 |
| Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach | Nov 15, 2017 | Image ReconstructionImage Registration | CodeCode Available | 0 | 5 |
| Imaging at the quantum limit with convolutional neural networks | Jun 16, 2025 | DenoisingImage Reconstruction | CodeCode Available | 0 | 5 |
| Adaptive Image Sampling using Deep Learning and its Application on X-Ray Fluorescence Image Reconstruction | Dec 27, 2018 | BinarizationImage Inpainting | CodeCode Available | 0 | 5 |
| Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRI | Jun 20, 2023 | AnatomyDiagnostic | CodeCode Available | 0 | 5 |
| Fourier Transform Approximation as an Auxiliary Task for Image Classification | Jun 22, 2021 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| Image Reconstruction with Predictive Filter Flow | Nov 28, 2018 | DeblurringDenoising | CodeCode Available | 0 | 5 |
| Image-to-Image MLP-mixer for Image Reconstruction | Feb 4, 2022 | Compressive SensingDenoising | CodeCode Available | 0 | 5 |
| Implicit Generation and Generalization in Energy-Based Models | Mar 20, 2019 | General ClassificationImage Reconstruction | CodeCode Available | 0 | 5 |
| Information Competing Process for Learning Diversified Representations | Jun 4, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction | Apr 11, 2021 | Dictionary LearningImage Reconstruction | 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 |
| Image Processing Using Multi-Code GAN Prior | Dec 15, 2019 | Blind Face RestorationColorization | 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 |
| A Bayesian Perspective on the Deep Image Prior | Apr 16, 2019 | Bayesian InferenceDenoising | CodeCode Available | 0 | 5 |
| Hyperparameter selection for Discrete Mumford-Shah | Sep 28, 2021 | Contour DetectionDenoising | CodeCode Available | 0 | 5 |
| Bigger Isn't Always Better: Towards a General Prior for Medical Image Reconstruction | Jan 13, 2025 | CT ReconstructionImage Reconstruction | CodeCode Available | 0 | 5 |
| HUNet: Homotopy Unfolding Network for Image Compressive Sensing | Jan 1, 2025 | Compressive SensingImage Reconstruction | 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 |
| How to Blend Concepts in Diffusion Models | Jul 19, 2024 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Robust Physics-based Deep MRI Reconstruction Via Diffusion Purification | Sep 11, 2023 | Adversarial DefenseImage Reconstruction | CodeCode Available | 0 | 5 |
| Hierarchical Residual Learning Based Vector Quantized Variational Autoencoder for Image Reconstruction and Generation | Aug 9, 2022 | DecoderImage Generation | CodeCode Available | 0 | 5 |
| Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models | Sep 12, 2023 | Computational EfficiencyImage Deblurring | CodeCode Available | 0 | 5 |
| Highly Scalable Image Reconstruction using Deep Neural Networks with Bandpass Filtering | May 8, 2018 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Differentiable Uncalibrated Imaging | Nov 18, 2022 | Image Reconstruction | CodeCode Available | 0 | 5 |
| A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems | Jan 26, 2022 | Image ReconstructionRolling Shutter Correction | CodeCode Available | 0 | 5 |
| Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey | May 2, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| gvnn: Neural Network Library for Geometric Computer Vision | Jul 25, 2016 | Image ReconstructionVisual Odometry | CodeCode Available | 0 | 5 |
| Detecting Outliers with Poisson Image Interpolation | Jul 6, 2021 | Anomaly DetectionImage Reconstruction | CodeCode Available | 0 | 5 |
| Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse Problems | Mar 28, 2021 | Image Reconstruction | CodeCode Available | 0 | 5 |
| Image reconstruction by domain transform manifold learning | Apr 28, 2017 | AstronomyImage Reconstruction | CodeCode Available | 0 | 5 |
| GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose | Mar 6, 2018 | Camera Pose EstimationImage Reconstruction | CodeCode Available | 0 | 5 |
| Generative Patch Priors for Practical Compressive Image Recovery | Jun 18, 2020 | Compressive SensingImage Reconstruction | CodeCode Available | 0 | 5 |
| LLM-HDR: Bridging LLM-based Perception and Self-Supervision for Unpaired LDR-to-HDR Image Reconstruction | Oct 19, 2024 | Image ReconstructionTranslation | CodeCode Available | 0 | 5 |
| Physics-informed generative real-time lens-free imaging | Mar 12, 2024 | Drug DiscoveryImage Reconstruction | CodeCode Available | 0 | 5 |
| A model-guided deep network for limited-angle computed tomography | Aug 10, 2020 | Computed Tomography (CT)Image Reconstruction | CodeCode Available | 0 | 5 |
