| Learning a Variational Network for Reconstruction of Accelerated MRI Data | Apr 3, 2017 | compressed sensingImage Reconstruction | CodeCode Available | 0 |
| Randomness in Deconvolutional Networks for Visual Representation | Apr 2, 2017 | General ClassificationImage Reconstruction | —Unverified | 0 |
| Efficient Registration of Pathological Images: A Joint PCA/Image-Reconstruction Approach | Mar 31, 2017 | Image Reconstruction | —Unverified | 0 |
| PWLS-ULTRA: An Efficient Clustering and Learning-Based Approach for Low-Dose 3D CT Image Reconstruction | Mar 27, 2017 | ClusteringComputed Tomography (CT) | CodeCode Available | 0 |
| Multi-frequency image reconstruction for radio-interferometry with self-tuned regularization parameters | Mar 10, 2017 | Image ReconstructionRadio Interferometry | —Unverified | 0 |
| A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction | Mar 1, 2017 | compressed sensingDictionary Learning | CodeCode Available | 0 |
| Variational Inference using Implicit Distributions | Feb 27, 2017 | DenoisingDensity Ratio Estimation | —Unverified | 0 |
| Structured signal recovery from quadratic measurements: Breaking sample complexity barriers via nonconvex optimization | Feb 20, 2017 | Image Reconstruction | —Unverified | 0 |
| DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing | Feb 19, 2017 | Compressive SensingImage Reconstruction | CodeCode Available | 0 |
| Manifold Based Low-rank Regularization for Image Restoration and Semi-supervised Learning | Feb 9, 2017 | Image InpaintingImage Reconstruction | —Unverified | 0 |
| Guided Optical Flow Learning | Feb 8, 2017 | Image ReconstructionOptical Flow Estimation | —Unverified | 0 |
| Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix | Feb 7, 2017 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Slice-to-volume medical image registration: a survey | Feb 6, 2017 | Image ReconstructionImage Registration | —Unverified | 0 |
| Dirty Pixels: Towards End-to-End Image Processing and Perception | Jan 23, 2017 | Autonomous DrivingDeblurring | CodeCode Available | 0 |
| Block-wise Lensless Compressive Camera | Jan 19, 2017 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Efficient Image Set Classification using Linear Regression based Image Reconstruction | Jan 10, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Astronomical image reconstruction with convolutional neural networks | Dec 14, 2016 | AstronomyImage Reconstruction | CodeCode Available | 0 |
| Compressive Image Recovery Using Recurrent Generative Model | Dec 13, 2016 | Image Reconstructionmodel | —Unverified | 0 |
| Deep ADMM-Net for Compressive Sensing MRI | Dec 1, 2016 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| Learning Deep Representations Using Convolutional Auto-encoders with Symmetric Skip Connections | Nov 28, 2016 | DenoisingGeneral Classification | CodeCode Available | 0 |
| Generalized Fourier-Bessel operator and almost-periodic interpolation and approximation | Nov 23, 2016 | 2kImage Reconstruction | —Unverified | 0 |
| 3D Image Reconstruction from X-Ray Measurements with Overlap | Nov 22, 2016 | Image ReconstructionVocal Bursts Type Prediction | —Unverified | 0 |
| Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis | Nov 19, 2016 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Motion Estimated-Compensated Reconstruction with Preserved-Features in Free-Breathing Cardiac MRI | Nov 15, 2016 | DenoisingImage Reconstruction | —Unverified | 0 |
| Can fully convolutional networks perform well for general image restoration problems? | Nov 14, 2016 | DenoisingImage Denoising | —Unverified | 0 |
