| Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning | Dec 3, 2018 | Deep LearningFederated Learning | CodeCode Available | 1 |
| Machine Friendly Machine Learning: Interpretation of Computed Tomography Without Image Reconstruction | Dec 3, 2018 | BIG-bench Machine LearningComputed Tomography (CT) | —Unverified | 0 |
| Enhancing Perceptual Attributes with Bayesian Style Generation | Dec 3, 2018 | AttributeDeep Learning | CodeCode Available | 0 |
| Deep Inverse Optimization | Dec 3, 2018 | Deep Learning | CodeCode Available | 0 |
| Interpretable Deep Learning under Fire | Dec 3, 2018 | Decision MakingDeep Learning | —Unverified | 0 |
| Practical Window Setting Optimization for Medical Image Deep Learning | Dec 3, 2018 | Computed Tomography (CT)Deep Learning | CodeCode Available | 0 |
| Examining Deep Learning Architectures for Crime Classification and Prediction | Dec 3, 2018 | ClassificationCrime Prediction | —Unverified | 0 |
| Split learning for health: Distributed deep learning without sharing raw patient data | Dec 3, 2018 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Deep State Space Models for Time Series Forecasting | Dec 1, 2018 | Deep LearningProbabilistic Time Series Forecasting | —Unverified | 0 |
| Explaining Deep Learning Models -- A Bayesian Non-parametric Approach | Dec 1, 2018 | Deep Learning | —Unverified | 0 |
| Cascade-Net: a New Deep Learning Architecture for OFDM Detection | Nov 30, 2018 | Deep Learning | —Unverified | 0 |
| Towards Robust Lung Segmentation in Chest Radiographs with Deep Learning | Nov 30, 2018 | Deep LearningSegmentation | CodeCode Available | 0 |
| Online Abstraction with MDP Homomorphisms for Deep Learning | Nov 30, 2018 | Deep Learning | CodeCode Available | 0 |
| Evaluating Bayesian Deep Learning Methods for Semantic Segmentation | Nov 30, 2018 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 |
| Deep learning for pedestrians: backpropagation in CNNs | Nov 29, 2018 | Deep Learning | CodeCode Available | 0 |
| Leveraging Deep Stein's Unbiased Risk Estimator for Unsupervised X-ray Denoising | Nov 29, 2018 | Deep LearningDenoising | CodeCode Available | 0 |
| The Relevance of Bayesian Layer Positioning to Model Uncertainty in Deep Bayesian Active Learning | Nov 29, 2018 | Active LearningDeep Learning | —Unverified | 0 |
| Disease phenotyping using deep learning: A diabetes case study | Nov 28, 2018 | Decision MakingDeep Learning | —Unverified | 0 |
| Predicting the Computational Cost of Deep Learning Models | Nov 28, 2018 | Deep Learning | CodeCode Available | 0 |
| FADL:Federated-Autonomous Deep Learning for Distributed Electronic Health Record | Nov 28, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Spectral Feature Transformation for Person Re-identification | Nov 28, 2018 | ClusteringDeep Learning | CodeCode Available | 0 |
| Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet | Nov 27, 2018 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Algae Detection Using Computer Vision and Deep Learning | Nov 27, 2018 | Deep Learning | —Unverified | 0 |
| Stochastic Gradient Push for Distributed Deep Learning | Nov 27, 2018 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Reliable uncertainty estimate for antibiotic resistance classification with Stochastic Gradient Langevin Dynamics | Nov 27, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
