| J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction | Nov 6, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Semantic Image Completion and Enhancement using Deep Learning | Nov 6, 2019 | Deep Learning | —Unverified | 0 |
| Architectural Tricks for Deep Learning in Remote Photoplethysmography | Nov 6, 2019 | Deep LearningTime Series | —Unverified | 0 |
| E.T.-RNN: Applying Deep Learning to Credit Loan Applications | Nov 6, 2019 | Deep Learning | CodeCode Available | 1 |
| Predictive modeling of brain tumor: A Deep learning approach | Nov 6, 2019 | AnatomyDeep Learning | —Unverified | 0 |
| Deep Learning for MIMO Channel Estimation: Interpretation, Performance, and Comparison | Nov 5, 2019 | Deep Learning | —Unverified | 0 |
| One Network to Segment Them All: A General, Lightweight System for Accurate 3D Medical Image Segmentation | Nov 5, 2019 | AllData Augmentation | CodeCode Available | 1 |
| A Deep Learning approach for Hindi Named Entity Recognition | Nov 5, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning | Nov 4, 2019 | Deep LearningRelation | —Unverified | 0 |
| Weakly Supervised Deep Learning Approach in Streaming Environments | Nov 3, 2019 | Deep Learning | —Unverified | 0 |
| Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning | Nov 2, 2019 | Deep LearningSegmentation | —Unverified | 0 |
| Review: Ordinary Differential Equations For Deep Learning | Nov 1, 2019 | Deep Learning | —Unverified | 0 |
| Adversarial Deep Learning for Over-the-Air Spectrum Poisoning Attacks | Nov 1, 2019 | Deep Learning | —Unverified | 0 |
| A deep-learning framework to detect sarcasm targets | Nov 1, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Weak Supervision for Learning Discourse Structure | Nov 1, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning for space-variant deconvolution in galaxy surveys | Nov 1, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules | Nov 1, 2019 | Deep LearningDialogue Management | —Unverified | 0 |
| Linguistic Analysis Improves Neural Metaphor Detection | Nov 1, 2019 | Deep Learning | —Unverified | 0 |
| Auditing Deep Learning processes through Kernel-based Explanatory Models | Nov 1, 2019 | Deep LearningSemantic Role Labeling | —Unverified | 0 |
| A Deep Learning-Based System for PharmaCoNER | Nov 1, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Forecasting Firm Material Events from 8-K Reports | Nov 1, 2019 | 8kDecision Making | —Unverified | 0 |
| Recognizing UMLS Semantic Types with Deep Learning | Nov 1, 2019 | Deep LearningEntity Linking | —Unverified | 0 |
| Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text | Nov 1, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Detecting context abusiveness using hierarchical deep learning | Nov 1, 2019 | Deep Learning | —Unverified | 0 |
| Does deep learning always outperform simple linear regression in optical imaging? | Oct 31, 2019 | Deep Learningregression | —Unverified | 0 |
| Multivariate Uncertainty in Deep Learning | Oct 31, 2019 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Probabilistic performance validation of deep learning-based robust NMPC controllers | Oct 30, 2019 | Deep LearningModel Predictive Control | —Unverified | 0 |
| Control-Aware Scheduling for Low Latency Wireless Systems with Deep Learning | Oct 30, 2019 | Deep LearningScheduling | —Unverified | 0 |
| Heteroscedastic Calibration of Uncertainty Estimators in Deep Learning | Oct 30, 2019 | Deep Learningregression | —Unverified | 0 |
| Deep Learning vs. Traditional Computer Vision | Oct 30, 2019 | Deep Learning | —Unverified | 0 |
| DeepWiFi: Cognitive WiFi with Deep Learning | Oct 29, 2019 | channel selectionDeep Learning | —Unverified | 0 |
| Detecting motorcycle helmet use with deep learning | Oct 29, 2019 | Deep Learning | —Unverified | 0 |
| A framework for deep learning emulation of numerical models with a case study in satellite remote sensing | Oct 29, 2019 | Cloud DetectionComputational Efficiency | CodeCode Available | 0 |
| Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification | Oct 29, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Knowledge Tracing with Sequential Key-Value Memory Networks | Oct 29, 2019 | Deep LearningKnowledge Tracing | —Unverified | 0 |
| Deep learning is adaptive to intrinsic dimensionality of model smoothness in anisotropic Besov space | Oct 28, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning Models for Digital Pathology | Oct 27, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data | Oct 27, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Solving Optimization Problems through Fully Convolutional Networks: an Application to the Travelling Salesman Problem | Oct 27, 2019 | Deep LearningTraveling Salesman Problem | —Unverified | 0 |
| Deep Learning for Hyperspectral Image Classification: An Overview | Oct 26, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Towards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations | Oct 25, 2019 | Deep LearningManagement | —Unverified | 0 |
| Deep Learning of Subsurface Flow via Theory-guided Neural Network | Oct 24, 2019 | Deep LearningTransfer Learning | —Unverified | 0 |
| U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging | Oct 24, 2019 | Deep LearningEEG | CodeCode Available | 1 |
| Taxonomy of Real Faults in Deep Learning Systems | Oct 24, 2019 | Deep LearningSurvey | CodeCode Available | 0 |
| We Know Where We Don't Know: 3D Bayesian CNNs for Credible Geometric Uncertainty | Oct 23, 2019 | Bayesian InferenceComputed Tomography (CT) | CodeCode Available | 0 |
| An Adaptive Empirical Bayesian Method for Sparse Deep Learning | Oct 23, 2019 | Deep Learning | CodeCode Available | 0 |
| Trojan Attacks on Wireless Signal Classification with Adversarial Machine Learning | Oct 23, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Deep Learning Supersampled Scanning Transmission Electron Microscopy | Oct 23, 2019 | compressed sensingDeep Learning | CodeCode Available | 0 |
| Self-attention for raw optical Satellite Time Series Classification | Oct 23, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| Stabilising priors for robust Bayesian deep learning | Oct 23, 2019 | Deep LearningVariational Inference | —Unverified | 0 |