| TU Wien @ TREC Deep Learning '19 -- Simple Contextualization for Re-ranking | Dec 3, 2019 | Deep LearningDocument Ranking | CodeCode Available | 1 |
| Deep Learning for Symbolic Mathematics | Dec 2, 2019 | Deep Learning | CodeCode Available | 1 |
| SAL: Sign Agnostic Learning of Shapes from Raw Data | Nov 23, 2019 | Deep LearningSurface Reconstruction | CodeCode Available | 1 |
| Beyond Synthetic Noise: Deep Learning on Controlled Noisy Labels | Nov 21, 2019 | Deep LearningImage Classification | CodeCode Available | 1 |
| Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research | Nov 12, 2019 | Deep Learning | CodeCode Available | 1 |
| Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations | Nov 9, 2019 | Deep LearningDrug Design | CodeCode Available | 1 |
| E.T.-RNN: Applying Deep Learning to Credit Loan Applications | Nov 6, 2019 | Deep Learning | CodeCode Available | 1 |
| One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation | Nov 5, 2019 | AllData Augmentation | CodeCode Available | 1 |
| U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging | Oct 24, 2019 | Deep LearningEEG | CodeCode Available | 1 |
| MeteorNet: Deep Learning on Dynamic 3D Point Cloud Sequences | Oct 21, 2019 | Action RecognitionDeep Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning Control of Quantum Cartpoles | Oct 21, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline | Oct 9, 2019 | Brain SegmentationDeep Learning | CodeCode Available | 1 |
| Interpreting Deep Learning-Based Networking Systems | Oct 9, 2019 | Deep Learning | CodeCode Available | 1 |
| Deep Learning Accelerated Light Source Experiments | Oct 9, 2019 | Deep Learning | CodeCode Available | 1 |
| Interpretations are useful: penalizing explanations to align neural networks with prior knowledge | Sep 30, 2019 | Deep Learning | CodeCode Available | 1 |
| Visual Odometry Revisited: What Should Be Learnt? | Sep 21, 2019 | Deep LearningMonocular Visual Odometry | CodeCode Available | 1 |
| InceptionTime: Finding AlexNet for Time Series Classification | Sep 11, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| MRI Reconstruction Using Deep Bayesian Estimation | Sep 3, 2019 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark | Aug 31, 2019 | Deep LearningDiversity | CodeCode Available | 1 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
| The HSIC Bottleneck: Deep Learning without Back-Propagation | Aug 5, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Improving Attacks on Round-Reduced Speck32/64 Using Deep Learning | Aug 1, 2019 | Bayesian OptimizationCryptanalysis | CodeCode Available | 1 |
| Convergence of Edge Computing and Deep Learning: A Comprehensive Survey | Jul 19, 2019 | Cloud ComputingDeep Learning | CodeCode Available | 1 |
| Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems | Jul 10, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
