| Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation | Jun 11, 2020 | Deep LearningRolling Shutter Correction | —Unverified | 0 |
| Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising | Jun 1, 2020 | DenoisingGraph Neural Network | —Unverified | 0 |
| DNU: Deep Non-Local Unrolling for Computational Spectral Imaging | Jun 1, 2020 | Rolling Shutter Correction | —Unverified | 0 |
| Deep Shutter Unrolling Network | Jun 1, 2020 | DecoderMotion Estimation | CodeCode Available | 1 |
| MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction | May 30, 2020 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Efficient and Model-Based Infrared and Visible Image Fusion Via Algorithm Unrolling | May 12, 2020 | DecoderInfrared And Visible Image Fusion | —Unverified | 0 |
| Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video | May 4, 2020 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| Orthogonal Over-Parameterized Training | Apr 9, 2020 | DiversityInductive Bias | CodeCode Available | 1 |
| Gauss-Newton Unrolled Neural Networks and Data-driven Priors for Regularized PSSE with Robustness | Mar 3, 2020 | DenoisingGraph Neural Network | —Unverified | 0 |
| Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing | Dec 22, 2019 | Rolling Shutter Correction | CodeCode Available | 1 |
| Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms | Dec 16, 2019 | MRI ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Gromov-Wasserstein Factorization Models for Graph Clustering | Nov 19, 2019 | ClusteringGraph Clustering | CodeCode Available | 0 |
| Using Deep Neural Networks for Estimating Loop Unrolling Factor | Nov 10, 2019 | Rolling Shutter CorrectionScheduling | —Unverified | 0 |
| Generative Modeling for Small-Data Object Detection | Oct 16, 2019 | Objectobject-detection | CodeCode Available | 0 |
| Design and Use of Loop-Transformation Pragmas | Oct 6, 2019 | Rolling Shutter Correction | CodeCode Available | 0 |
| DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation | Sep 27, 2019 | ObjectOne-shot visual object segmentation | CodeCode Available | 0 |
| Unrolling Ternary Neural Networks | Sep 9, 2019 | Rolling Shutter Correction | CodeCode Available | 1 |
| Learned reconstructions for practical mask-based lensless imaging | Aug 30, 2019 | Rolling Shutter Correction | —Unverified | 0 |
| Multi-Channel Deep Networks for Block-Based Image Compressive Sensing | Aug 28, 2019 | BlockingCompressive Sensing | CodeCode Available | 0 |
| Spike-Train Level Backpropagation for Training Deep Recurrent Spiking Neural Networks | Aug 18, 2019 | Rolling Shutter Correction | CodeCode Available | 1 |
| Learned Collaborative Stereo Refinement | Jul 31, 2019 | Rolling Shutter Correction | —Unverified | 0 |
| Proposition d'un modèle pour l'optimisation automatique de boucles dans le compilateur Tiramisu : cas d'optimisation de déroulage | Jul 29, 2019 | Rolling Shutter Correction | —Unverified | 0 |
| VS-Net: Variable splitting network for accelerated parallel MRI reconstruction | Jul 19, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Rethinking Formal Models of Partially Observable Multiagent Decision Making | Jun 26, 2019 | counterfactualDecision Making | —Unverified | 0 |
| A Review on Deep Learning in Medical Image Reconstruction | Jun 23, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Model-based Deep Medical Imaging: the roadmap of generalizing iterative reconstruction model using deep learning | Jun 19, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Deep Variational Networks with Exponential Weighting for Learning Computed Tomography | Jun 13, 2019 | Computed Tomography (CT)Image Reconstruction | —Unverified | 0 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 |
| A Flexible Convolutional Solver for Fast Style Transfers | Jun 1, 2019 | Rolling Shutter CorrectionStyle Transfer | —Unverified | 0 |
| Learning Structure-And-Motion-Aware Rolling Shutter Correction | Jun 1, 2019 | Rolling Shutter Correction | —Unverified | 0 |
| Deep Global Generalized Gaussian Networks | Jun 1, 2019 | parameter estimationRolling Shutter Correction | CodeCode Available | 0 |
| What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention | May 22, 2019 | Action AnticipationAction Recognition | CodeCode Available | 1 |
| Deep Rigid Instance Scene Flow | Apr 18, 2019 | GPURolling Shutter Correction | —Unverified | 0 |
| PointNetLK: Robust & Efficient Point Cloud Registration using PointNet | Mar 13, 2019 | Computational EfficiencyPoint Cloud Registration | CodeCode Available | 0 |
| Differentiable Causal Computations via Delayed Trace | Mar 4, 2019 | Rolling Shutter Correction | —Unverified | 0 |
| Recurrent Convolution for Compact and Cost-Adjustable Neural Networks: An Empirical Study | Feb 26, 2019 | image-classificationImage Classification | —Unverified | 0 |
| An Algorithm Unrolling Approach to Deep Image Deblurring | Feb 9, 2019 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Deep Algorithm Unrolling for Blind Image Deblurring | Feb 9, 2019 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic | Jan 8, 2019 | Rolling Shutter Correction | CodeCode Available | 0 |
| Real-time Power System State Estimation and Forecasting via Deep Neural Networks | Nov 15, 2018 | Rolling Shutter CorrectionState Estimation | CodeCode Available | 0 |
| Recurrent Convolutions: A Model Compression Point of View | Oct 20, 2018 | Model CompressionRolling Shutter Correction | —Unverified | 0 |
| Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations | Oct 17, 2018 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network | Aug 9, 2018 | ArticlesRolling Shutter Correction | CodeCode Available | 0 |
| Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging | Jul 19, 2018 | Image ReconstructionRolling Shutter Correction | —Unverified | 0 |
| Learning Implicit Generative Models by Teaching Explicit Ones | Jul 10, 2018 | Bilevel OptimizationRolling Shutter Correction | —Unverified | 0 |
| Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling | Jun 26, 2018 | compressed sensingDecoder | CodeCode Available | 0 |
| A Flexible Convolutional Solver with Application to Photorealistic Style Transfer | Jun 13, 2018 | Rolling Shutter CorrectionStyle Transfer | —Unverified | 0 |
| Pragmatically Informative Image Captioning with Character-Level Inference | Apr 15, 2018 | Image CaptioningRolling Shutter Correction | —Unverified | 0 |
| End-to-End Video Captioning with Multitask Reinforcement Learning | Mar 21, 2018 | GPUreinforcement-learning | CodeCode Available | 0 |
| Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding | Feb 28, 2018 | DenoisingHandwritten Digit Recognition | CodeCode Available | 0 |