| DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing | Feb 19, 2017 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| The Brain-Inspired Decoder for Natural Visual Image Reconstruction | Jul 18, 2022 | DecoderImage Reconstruction | CodeCode Available | 0 |
| OADAT: Experimental and Synthetic Clinical Optoacoustic Data for Standardized Image Processing | Jun 17, 2022 | Image ReconstructionImage-to-Image Translation | CodeCode Available | 0 |
| Convolutional Framework for Accelerated Magnetic Resonance Imaging | Feb 8, 2020 | Image Reconstruction | CodeCode Available | 0 |
| ODDObjects: A Framework for Multiclass Unsupervised Anomaly Detection on Masked Objects | Apr 26, 2021 | Anomaly DetectionImage Reconstruction | CodeCode Available | 0 |
| Convolutional Dictionary Learning by End-To-End Training of Iterative Neural Networks | Jun 9, 2022 | compressed sensingDictionary Learning | CodeCode Available | 0 |
| Speckle2Speckle: Unsupervised Learning of Ultrasound Speckle Filtering Without Clean Data | Jul 31, 2022 | Image Reconstruction | CodeCode Available | 0 |
| Distilling Knowledge for Designing Computational Imaging Systems | Jan 29, 2025 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Alternating Minimization Algorithm with Automatic Relevance Determination for Transmission Tomography under Poisson Noise | Dec 29, 2014 | Image Reconstruction | CodeCode Available | 0 |
| One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction | Jul 25, 2023 | Image ReconstructionMedical Diagnosis | CodeCode Available | 0 |
| On hallucinations in tomographic image reconstruction | Dec 1, 2020 | HallucinationImage Reconstruction | CodeCode Available | 0 |
| On instabilities of deep learning in image reconstruction - Does AI come at a cost? | Feb 14, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| The geometry of hidden representations of large transformer models | Feb 1, 2023 | Image Reconstruction | CodeCode Available | 0 |
| The Information & Mutual Information Ratio for Counting Image Features and Their Matches | May 14, 2020 | Image Reconstruction | CodeCode Available | 0 |
| FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network | Dec 24, 2019 | Image GenerationImage Reconstruction | CodeCode Available | 0 |
| Adaptive Measurement Network for CS Image Reconstruction | Sep 23, 2017 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| Distilling Image Dehazing With Heterogeneous Task Imitation | Jun 1, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron Microscopy | Jan 1, 2021 | DecoderImage Reconstruction | CodeCode Available | 0 |
| On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis | Jun 23, 2023 | Image ReconstructionMedical Image Analysis | CodeCode Available | 0 |
| Feature Alignment as a Generative Process | Jun 23, 2021 | DecoderImage Generation | CodeCode Available | 0 |
| On the Benefit of Adversarial Training for Monocular Depth Estimation | Oct 29, 2019 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| Averaged Deep Denoisers for Image Regularization | Jul 15, 2022 | DenoisingImage Reconstruction | CodeCode Available | 0 |
| Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty Alignment | Feb 26, 2023 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 0 |
| Learning Asymmetric and Local Features in Multi-Dimensional Data through Wavelets with Recursive Partitioning | Nov 2, 2017 | Bayesian InferenceImage Reconstruction | CodeCode Available | 0 |
| Robust Image Reconstruction with Misaligned Structural Information | Apr 1, 2020 | Image Reconstruction | CodeCode Available | 0 |
| Robust MRI Reconstruction by Smoothed Unrolling (SMUG) | Dec 12, 2023 | Adversarial Defenseimage-classification | CodeCode Available | 0 |
| Unsupervised Landmark Discovery Using Consistency Guided Bottleneck | Sep 19, 2023 | Image Reconstruction | CodeCode Available | 0 |
| Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data | Dec 16, 2023 | Image Reconstruction | CodeCode Available | 0 |
| Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization | Apr 18, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| Variable Rate Image Compression with Recurrent Neural Networks | Nov 19, 2015 | Image CompressionImage Reconstruction | CodeCode Available | 0 |
| Spiral Scanning and Self-Supervised Image Reconstruction Enable Ultra-Sparse Sampling Multispectral Photoacoustic Tomography | Apr 10, 2024 | Image ReconstructionSelf-Supervised Learning | CodeCode Available | 0 |
| Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion Models | Sep 12, 2023 | Computational EfficiencyImage Deblurring | CodeCode Available | 0 |
| A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction | Oct 30, 2018 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Convolutional Deblurring for Natural Imaging | Oct 25, 2018 | DeblurringDenoising | CodeCode Available | 0 |
| Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and Synthesis | Mar 2, 2023 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation | Aug 7, 2024 | Data AugmentationImage Reconstruction | CodeCode Available | 0 |
| Optimization of array encoding for ultrasound imaging | Mar 1, 2024 | Image Reconstruction | CodeCode Available | 0 |
| Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models | May 22, 2024 | compressed sensingDenoising | CodeCode Available | 0 |
| Spurious reconstruction from brain activity | May 16, 2024 | Brain DecodingHallucination | CodeCode Available | 0 |
| Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling | Feb 4, 2020 | Image Reconstruction | CodeCode Available | 0 |
| RSTAR4D: Rotational Streak Artifact Reduction in 4D CBCT using a Separable 4D CNN | Mar 25, 2024 | Image Reconstruction | CodeCode Available | 0 |
| Disentangle, align and fuse for multimodal and semi-supervised image segmentation | Nov 11, 2019 | AnatomyCardiac Segmentation | CodeCode Available | 0 |
| Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors | Feb 9, 2025 | ERPImage Reconstruction | CodeCode Available | 0 |
