| 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 |
| 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 |
| FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline | Oct 9, 2019 | Brain SegmentationDeep 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 |
| Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning | Jul 10, 2019 | Deep Learning | CodeCode Available | 1 |
| High-Performance Deep Learning via a Single Building Block | Jun 15, 2019 | CPUDeep Learning | CodeCode Available | 1 |
| Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers | Jun 9, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| ArcticNet: A Deep Learning Solution to Classify Arctic Wetlands | Jun 1, 2019 | Deep Learning | CodeCode Available | 1 |
| ADMM for Efficient Deep Learning with Global Convergence | May 31, 2019 | Deep LearningStochastic Optimization | CodeCode Available | 1 |
| Bypassing Backdoor Detection Algorithms in Deep Learning | May 31, 2019 | Deep Learning | CodeCode Available | 1 |
| Combating Label Noise in Deep Learning Using Abstention | May 27, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection | May 26, 2019 | Deep LearningMeta-Learning | CodeCode Available | 1 |
| Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations | Apr 30, 2019 | Deep LearningRecommendation Systems | CodeCode Available | 1 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 |
| MOSNet: Deep Learning based Objective Assessment for Voice Conversion | Apr 17, 2019 | Deep LearningVoice Conversion | CodeCode Available | 1 |
| Mumford-Shah Loss Functional for Image Segmentation with Deep Learning | Apr 5, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| FaceQnet: Quality Assessment for Face Recognition based on Deep Learning | Apr 3, 2019 | Deep LearningFace Recognition | CodeCode Available | 1 |
| Segmentation-Based Deep-Learning Approach for Surface-Defect Detection | Mar 20, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems | Mar 11, 2019 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Deep learning observables in computational fluid dynamics | Mar 7, 2019 | Deep LearningEfficient Neural Network | CodeCode Available | 1 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | CodeCode Available | 1 |
| Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning | Feb 11, 2019 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Fake News Detection on Social Media using Geometric Deep Learning | Feb 10, 2019 | Common Sense ReasoningDeep Learning | CodeCode Available | 1 |
| A Simple Baseline for Bayesian Uncertainty in Deep Learning | Feb 7, 2019 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System | Jan 31, 2019 | Deep LearningDisease Prediction | CodeCode Available | 1 |
| A Framework for Deep Constrained Clustering -- Algorithms and Advances | Jan 29, 2019 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| Exploring Transfer Learning for Low Resource Emotional TTS | Jan 14, 2019 | Deep LearningEmotional Speech Synthesis | CodeCode Available | 1 |
| Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation | Jan 7, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images | Dec 19, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
