| Efficient Algorithms for Convolutional Inverse Problems in Multidimensional Imaging | Jun 15, 2020 | Image Reconstruction | —Unverified | 0 |
| Self-Supervised Domain Mismatch Estimation for Autonomous Perception | Jun 15, 2020 | Autonomous DrivingImage Reconstruction | —Unverified | 0 |
| SIMBA: Scalable Inversion in Optical Tomography using Deep Denoising Priors | Jun 11, 2020 | DenoisingImage Reconstruction | —Unverified | 0 |
| Supervised Learning of Sparsity-Promoting Regularizers for Denoising | Jun 9, 2020 | Collaborative FilteringDenoising | —Unverified | 0 |
| Probabilistic Autoencoder | Jun 9, 2020 | Bayesian InferenceDenoising | CodeCode Available | 1 |
| Isotropic multichannel total variation framework for joint reconstruction of multicontrast parallel MRI | Jun 7, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| Learning to do multiframe wavefront sensing unsupervisedly: applications to blind deconvolution | Jun 2, 2020 | Image Reconstruction | CodeCode Available | 1 |
| Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging | Jun 2, 2020 | DecoderDeep Learning | —Unverified | 0 |
| From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction | Jun 1, 2020 | Depth CompletionImage Reconstruction | —Unverified | 0 |
| Distilling Image Dehazing With Heterogeneous Task Imitation | Jun 1, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Retina-Like Visual Image Reconstruction via Spiking Neural Model | Jun 1, 2020 | Image Reconstruction | —Unverified | 0 |
| Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging | Jun 1, 2020 | Image ReconstructionMotion Compensation | —Unverified | 0 |
| Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion | Jun 1, 2020 | Blind Face RestorationImage Reconstruction | CodeCode Available | 1 |
| MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction | May 30, 2020 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Overview of Scanner Invariant Representations | May 29, 2020 | Image Reconstruction | —Unverified | 0 |
| Learning Global and Local Features of Normal Brain Anatomy for Unsupervised Abnormality Detection | May 26, 2020 | AnatomyAnomaly Detection | CodeCode Available | 0 |
| Identity-Preserving Realistic Talking Face Generation | May 25, 2020 | Audio-Visual SynchronizationFace Generation | —Unverified | 0 |
| RARE: Image Reconstruction using Deep Priors Learned without Ground Truth | May 23, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Event-based visual place recognition with ensembles of temporal windows | May 22, 2020 | Image ReconstructionVisual Place Recognition | CodeCode Available | 1 |
| Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection | May 22, 2020 | Image Reconstructionobject-detection | —Unverified | 0 |
| Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images | May 20, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Medical Image Generation using Generative Adversarial Networks | May 19, 2020 | Image AugmentationImage Generation | —Unverified | 0 |
| Provable Convergence of Plug-and-Play Priors with MMSE denoisers | May 15, 2020 | Compressive SensingImage Reconstruction | —Unverified | 0 |
| The Information & Mutual Information Ratio for Counting Image Features and Their Matches | May 14, 2020 | Image Reconstruction | CodeCode Available | 0 |
| A Robust Matching Pursuit Algorithm Using Information Theoretic Learning | May 10, 2020 | Image Reconstruction | —Unverified | 0 |
| A Generalized Kernel Risk Sensitive Loss for Robust Two-Dimensional Singular Value Decomposition | May 10, 2020 | ClusteringImage Reconstruction | —Unverified | 0 |
| Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q | May 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Lossy Event Compression based on Image-derived Quad Trees and Poisson Disk Sampling | May 3, 2020 | Event-based visionImage Reconstruction | —Unverified | 0 |
| On Solving SAR Imaging Inverse Problems Using Non-Convex Regularization with a Cauchy-based Penalty | May 1, 2020 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 |
| LSHR-Net: a hardware-friendly solution for high-resolution computational imaging using a mixed-weights neural network | Apr 27, 2020 | Image Reconstruction | CodeCode Available | 0 |
| Self-Supervised Attention Learning for Depth and Ego-motion Estimation | Apr 27, 2020 | Depth EstimationImage Reconstruction | —Unverified | 0 |
| Neural Head Reenactment with Latent Pose Descriptors | Apr 24, 2020 | Foreground SegmentationImage Reconstruction | CodeCode Available | 1 |
| Learning Sampling and Model-Based Signal Recovery for Compressed Sensing MRI | Apr 22, 2020 | compressed sensingImage Reconstruction | —Unverified | 0 |
| A Lightweight Solution of Industrial Computed Tomography with Convolutional Neural Network | Apr 14, 2020 | Image Reconstruction | —Unverified | 0 |
| KD-MRI: A knowledge distillation framework for image reconstruction and image restoration in MRI workflow | Apr 11, 2020 | CPUGPU | CodeCode Available | 1 |
| The Role of Stem Noise in Visual Perception and Image Quality Measurement | Apr 11, 2020 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Masked GANs for Unsupervised Depth and Pose Prediction with Scale Consistency | Apr 9, 2020 | Generative Adversarial NetworkImage Reconstruction | —Unverified | 0 |
| Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI Reconstruction | Apr 3, 2020 | Image ReconstructionMRI Reconstruction | CodeCode Available | 1 |
| Feature-Driven Super-Resolution for Object Detection | Apr 1, 2020 | Image ReconstructionObject | —Unverified | 0 |
| Robust Image Reconstruction with Misaligned Structural Information | Apr 1, 2020 | Image Reconstruction | CodeCode Available | 0 |
| In-Domain GAN Inversion for Real Image Editing | Mar 31, 2020 | Image Reconstruction | CodeCode Available | 1 |
| Interval Neural Networks as Instability Detectors for Image Reconstructions | Mar 27, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Quantum Semantic Learning by Reverse Annealing an Adiabatic Quantum Computer | Mar 25, 2020 | Image Reconstruction | —Unverified | 0 |
| Interval Neural Networks: Uncertainty Scores | Mar 25, 2020 | Image ReconstructionUncertainty Quantification | CodeCode Available | 0 |
| EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial Learning | Mar 17, 2020 | Image ReconstructionSuper-Resolution | CodeCode Available | 1 |
| Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition | Mar 16, 2020 | BenchmarkingFace Recognition | —Unverified | 0 |
| A Novel Learnable Gradient Descent Type Algorithm for Non-convex Non-smooth Inverse Problems | Mar 15, 2020 | Image Reconstruction | —Unverified | 0 |
| Convergence Guarantees for Non-Convex Optimisation with Cauchy-Based Penalties | Mar 10, 2020 | DenoisingImage Reconstruction | CodeCode Available | 1 |
| Rainy screens: Collecting rainy datasets, indoors | Mar 10, 2020 | DiversityImage Reconstruction | —Unverified | 0 |
| 1D Probabilistic Undersampling Pattern Optimization for MR Image Reconstruction | Mar 8, 2020 | Common Sense ReasoningImage Reconstruction | CodeCode Available | 0 |
