| Two-layer Residual Sparsifying Transform Learning for Image Reconstruction | Jun 1, 2019 | Image ReconstructionVocal Bursts Valence Prediction | —Unverified | 0 |
| Cascaded Generative and Discriminative Learning for Microcalcification Detection in Breast Mammograms | Jun 1, 2019 | DecoderImage Reconstruction | —Unverified | 0 |
| Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior | Jun 1, 2019 | Image Reconstruction | —Unverified | 0 |
| Joint learning of cartesian undersampling and reconstruction for accelerated MRI | May 22, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Less Memory, Faster Speed: Refining Self-Attention Module for Image Reconstruction | May 20, 2019 | Image Reconstruction | —Unverified | 0 |
| Fidelity Imposed Network Edit (FINE) for Solving Ill-Posed Image Reconstruction | May 17, 2019 | Image Reconstruction | —Unverified | 0 |
| Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping | May 17, 2019 | 3D ReconstructionImage Reconstruction | —Unverified | 0 |
| Reconstruction-Aware Imaging System Ranking by use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference | May 14, 2019 | Bayesian InferenceCompressive Sensing | —Unverified | 0 |
| A Cone-Beam X-Ray CT Data Collection designed for Machine Learning | May 12, 2019 | BIG-bench Machine LearningComputed Tomography (CT) | CodeCode Available | 0 |
| Improving Discrete Latent Representations With Differentiable Approximation Bridges | May 9, 2019 | Density EstimationGeneral Classification | —Unverified | 0 |
| DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT | May 6, 2019 | Computed Tomography (CT)Dictionary Learning | —Unverified | 0 |
| Inverse Halftoning Through Structure-Aware Deep Convolutional Neural Networks | May 2, 2019 | Image Reconstruction | CodeCode Available | 0 |
| Multi-level Encoder-Decoder Architectures for Image Restoration | May 1, 2019 | DecoderDenoising | —Unverified | 0 |
| Overcoming the Disentanglement vs Reconstruction Trade-off via Jacobian Supervision | May 1, 2019 | AttributeDecoder | CodeCode Available | 0 |
| Unsupervised Adversarial Image Reconstruction | May 1, 2019 | Image Reconstruction | CodeCode Available | 0 |
| MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA | May 1, 2019 | General ClassificationImage Reconstruction | —Unverified | 0 |
| PYRO-NN: Python Reconstruction Operators in Neural Networks | Apr 30, 2019 | CT ReconstructionDeep Learning | CodeCode Available | 0 |
| Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion | Apr 26, 2019 | Image ManipulationImage Reconstruction | —Unverified | 0 |
| CED: Color Event Camera Dataset | Apr 24, 2019 | Event-based visionImage Reconstruction | —Unverified | 0 |
| Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation | Apr 18, 2019 | DemosaickingDenoising | CodeCode Available | 0 |
| Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization | Apr 18, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 |
| A Bayesian Perspective on the Deep Image Prior | Apr 16, 2019 | Bayesian InferenceDenoising | CodeCode Available | 0 |
| Computational distributed fiber-optic sensing | Apr 14, 2019 | Image Reconstruction | —Unverified | 0 |
| Variational Inference for Computational Imaging Inverse Problems | Apr 12, 2019 | BIG-bench Machine LearningImage Reconstruction | —Unverified | 0 |
| Scanner Invariant Representations for Diffusion MRI Harmonization | Apr 10, 2019 | Diffusion MRIFairness | —Unverified | 0 |
