Browse State-of-the-Art › Image Reconstruction › Papers, page 19
Image Reconstruction
Papers archive 2025-07-28
archive papers tagged: 2,143 · with a code link: 712 · where Syntology ran a sample: 135 (114 with a run with no instrument failure, 21 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (135 of 2,143 tagged: 114 with a run with no instrument failure, 21 where every run was a failure of Syntology's instrument)
Page 19 of 22: papers 1,801 to 1,900 of 2,143, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Rethinking Medical Image Reconstruction via Shape Prior, Going Deeper and Faster: Deep Joint Indirect Registration and Reconstruction16 Dec 2019 0 repositories listed
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RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruction11 Dec 2019 0 repositories listed
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Pyramid Convolutional RNN for MRI Image Reconstruction2 Dec 2019 0 repositories listed
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A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit1 Dec 2019 0 repositories listed
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Bat-G net: Bat-inspired High-Resolution 3D Image Reconstruction using Ultrasonic Echoes1 Dec 2019 0 repositories listed
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Texture Hallucination for Large-Factor Painting Super-Resolution1 Dec 2019 0 repositories listed
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Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches29 Nov 2019 0 repositories listed
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SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations27 Nov 2019 0 repositories listed
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Two-stage dimension reduction for noisy high-dimensional images and application to Cryogenic Electron Microscopy22 Nov 2019 0 repositories listed
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Distributed Iterative CT Reconstruction using Multi-Agent Consensus Equilibrium21 Nov 2019 0 repositories listed
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Optimal Sampling & Reconstruction: Theory and Applications21 Nov 2019 0 repositories listed
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Unsupervised Object Segmentation with Explicit Localization Module21 Nov 2019 0 repositories listed
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Sibling Neural Estimators: Improving Iterative Image Decoding with Gradient Communication20 Nov 2019 0 repositories listed
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Extra Proximal-Gradient Inspired Non-local Network17 Nov 2019 0 repositories listed
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Accelerating cardiac cine MRI using a deep learning-based ESPIRiT reconstruction13 Nov 2019 0 repositories listed
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Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data13 Nov 2019 0 repositories listed
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Recursive Filter for Space-Variant Variance Reduction12 Nov 2019 0 repositories listed
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Limited View and Sparse Photoacoustic Tomography for Neuroimaging with Deep Learning11 Nov 2019 0 repositories listed
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Joint Demosaicing and Super-Resolution (JDSR): Network Design and Perceptual Optimization8 Nov 2019 0 repositories listed
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Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction4 Nov 2019 0 repositories listed
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Deep Learning for space-variant deconvolution in galaxy surveys1 Nov 2019 0 repositories listed
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SUPER Learning: A Supervised-Unsupervised Framework for Low-Dose CT Image Reconstruction26 Oct 2019 0 repositories listed
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Wasserstein GANs for MR Imaging: from Paired to Unpaired Training15 Oct 2019 0 repositories listed
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Regularized Sparse Gaussian Processes13 Oct 2019 0 repositories listed
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Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation11 Oct 2019 0 repositories listed
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Improved Material Decomposition with a Two-step Regularization for spectral CT11 Oct 2019 0 repositories listed
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Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion9 Oct 2019 0 repositories listed
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The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion4 Oct 2019 0 repositories listed
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Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking2 Oct 2019 0 repositories listed
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CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising1 Oct 2019 0 repositories listed
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Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery1 Oct 2019 0 repositories listed
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Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated With Deep Image Prior1 Oct 2019 0 repositories listed
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Hyperspectral Image Reconstruction Using Deep External and Internal Learning1 Oct 2019 0 repositories listed
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Facial Expression Recognition Using Disentangled Adversarial Learning28 Sep 2019 0 repositories listed
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Learning to Have an Ear for Face Super-Resolution27 Sep 2019 0 repositories listed
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Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction25 Sep 2019 0 repositories listed
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Deep-learning-based Breast CT for Radiation Dose Reduction25 Sep 2019 0 repositories listed
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Manifold Modeling in Embedded Space: A Perspective for Interpreting "Deep Image Prior"25 Sep 2019 0 repositories listed
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MIST: Multiple Instance Spatial Transformer Networks25 Sep 2019 0 repositories listed
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pISTA-SENSE-ResNet for Parallel MRI Reconstruction24 Sep 2019 0 repositories listed
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Model-Based and Data-Driven Strategies in Medical Image Computing23 Sep 2019 0 repositories listed
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Infusing Learned Priors into Model-Based Multispectral Imaging20 Sep 2019 0 repositories listed
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Inducing Hierarchical Compositional Model by Sparsifying Generator Network10 Sep 2019 0 repositories listed
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Faster and Accurate Classification for JPEG2000 Compressed Images in Networked Applications4 Sep 2019 0 repositories listed
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Deep Plug-and-Play Prior for Parallel MRI Reconstruction30 Aug 2019 0 repositories listed
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Real-time interactive magnetic resonance (MR) temperature imaging in both aqueous and adipose tissues using cascaded deep neural networks for MR-guided focused ultrasound surgery (MRgFUS)29 Aug 2019 0 repositories listed
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Self-supervised Recurrent Neural Network for 4D Abdominal and In-utero MR Imaging28 Aug 2019 0 repositories listed
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Accelerated Motion-Aware MR Imaging via Motion Prediction from K-Space Center26 Aug 2019 0 repositories listed
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Machine-learning enables Image Reconstruction and Classification in a "see-through" camera25 Aug 2019 0 repositories listed
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Joint Motion Estimation and Segmentation from Undersampled Cardiac MR Image20 Aug 2019 0 repositories listed
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DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data19 Aug 2019 0 repositories listed
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Fully Automated Image De-fencing using Conditional Generative Adversarial Networks19 Aug 2019 0 repositories listed
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Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks9 Aug 2019 0 repositories listed
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Model Learning: Primal Dual Networks for Fast MR imaging7 Aug 2019 0 repositories listed
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BCD-Net for Low-dose CT Reconstruction: Acceleration, Convergence, and Generalization4 Aug 2019 0 repositories listed
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Inertial nonconvex alternating minimizations for the image deblurring27 Jul 2019 0 repositories listed
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A New Recurrent Plug-and-Play Prior Based on the Multiple Self-Similarity Network26 Jul 2019 0 repositories listed
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Compressing deep quaternion neural networks with targeted regularization26 Jul 2019 0 repositories listed
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Deep MRI Reconstruction: Unrolled Optimization Algorithms Meet Neural Networks26 Jul 2019 0 repositories listed
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Momentum-Net: Fast and convergent iterative neural network for inverse problems26 Jul 2019 0 repositories listed
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A Convolutional Forward and Back-Projection Model for Fan-Beam Geometry24 Jul 2019 0 repositories listed
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Deep learning-based color holographic microscopy15 Jul 2019 0 repositories listed
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A Comparison of Super-Resolution and Nearest Neighbors Interpolation Applied to Object Detection on Satellite Data8 Jul 2019 0 repositories listed
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Fully Convolutional Network for Removing DCT Artefacts From Images8 Jul 2019 0 repositories listed
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Distilling with Residual Network for Single Image Super Resolution5 Jul 2019 0 repositories listed
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Learning with Known Operators reduces Maximum Training Error Bounds3 Jul 2019 0 repositories listed
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Semi-supervised Image Attribute Editing using Generative Adversarial Networks3 Jul 2019 0 repositories listed
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Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging2 Jul 2019 0 repositories listed
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Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning27 Jun 2019 0 repositories listed
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A Review on Deep Learning in Medical Image Reconstruction23 Jun 2019 0 repositories listed
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Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning19 Jun 2019 0 repositories listed
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Deep Variational Networks with Exponential Weighting for Learning Computed Tomography13 Jun 2019 0 repositories listed
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Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization13 Jun 2019 0 repositories listed
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Optimization methods for MR image reconstruction (long version)13 Jun 2019 0 repositories listed
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Detection and Correction of Cardiac MR Motion Artefacts during Reconstruction from K-space12 Jun 2019 0 repositories listed
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Generative adversarial network for segmentation of motion affected neonatal brain MRI11 Jun 2019 0 repositories listed
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Single Image Blind Deblurring Using Multi-Scale Latent Structure Prior11 Jun 2019 0 repositories listed
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A new nonlocal forward model for diffuse optical tomography3 Jun 2019 0 repositories listed
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Two-layer Residual Sparsifying Transform Learning for Image Reconstruction1 Jun 2019 0 repositories listed
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Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms1 Jun 2019 0 repositories listed
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Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior1 Jun 2019 0 repositories listed
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Less Memory, Faster Speed: Refining Self-Attention Module for Image Reconstruction20 May 2019 0 repositories listed
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Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping17 May 2019 0 repositories listed
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Fidelity Imposed Network Edit (FINE) for Solving Ill-Posed Image Reconstruction17 May 2019 0 repositories listed
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Reconstruction-Aware Imaging System Ranking by use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference14 May 2019 0 repositories listed
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Improving Discrete Latent Representations With Differentiable Approximation Bridges9 May 2019 0 repositories listed
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DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT6 May 2019 0 repositories listed
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MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA1 May 2019 0 repositories listed
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Multi-level Encoder-Decoder Architectures for Image Restoration1 May 2019 0 repositories listed
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Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion26 Apr 2019 0 repositories listed
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24 Apr 2019 0 repositories listed
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Computational distributed fiber-optic sensing14 Apr 2019 0 repositories listed
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Variational Inference for Computational Imaging Inverse Problems12 Apr 2019 0 repositories listed
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Scanner Invariant Representations for Diffusion MRI Harmonization10 Apr 2019 0 repositories listed
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End-to-End Learning-Based Ultrasound Reconstruction9 Apr 2019 0 repositories listed
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Controlling Neural Networks via Energy Dissipation5 Apr 2019 0 repositories listed
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Accurate and Fast reconstruction of Porous Media from Extremely Limited Information Using Conditional Generative Adversarial Network4 Apr 2019 0 repositories listed
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Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning4 Apr 2019 0 repositories listed
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Deep Learning Methods for Parallel Magnetic Resonance Image Reconstruction1 Apr 2019 0 repositories listed
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Scene Graph Generation with External Knowledge and Image Reconstruction1 Apr 2019 0 repositories listed