| 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 |
| Automatic Image Stylization Using Deep Fully Convolutional Networks | Nov 27, 2018 | Deep LearningImage Stylization | —Unverified | 0 |
| MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices | Nov 27, 2018 | Deep LearningFace Recognition | —Unverified | 0 |
| LSTM Neural Network for Textual Ngrams | Nov 26, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| LSICC: A Large Scale Informal Chinese Corpus | Nov 26, 2018 | Chinese Word SegmentationDeep Learning | CodeCode Available | 1 |
| City-Scale Road Audit System using Deep Learning | Nov 26, 2018 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| An overview of deep learning in medical imaging focusing on MRI | Nov 25, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Polar Decoding on Sparse Graphs with Deep Learning | Nov 24, 2018 | DecoderDeep Learning | —Unverified | 0 |
| Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications | Nov 24, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Three-Dimensionally Embedded Graph Convolutional Network (3DGCN) for Molecule Interpretation | Nov 24, 2018 | Deep LearningMolecule Interpretation | CodeCode Available | 0 |
| A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection | Nov 23, 2018 | BenchmarkingCervical Nucleus Detection | CodeCode Available | 0 |
| On the Importance of Strong Baselines in Bayesian Deep Learning | Nov 23, 2018 | Deep Learning | CodeCode Available | 0 |
| Feature Selection for Survival Analysis with Competing Risks using Deep Learning | Nov 22, 2018 | Deep Learningfeature selection | CodeCode Available | 0 |
| Automatic salt deposits segmentation: A deep learning approach | Nov 21, 2018 | Deep LearningSegmentation | CodeCode Available | 0 |
| A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model | Nov 20, 2018 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Variance Suppression: Balanced Training Process in Deep Learning | Nov 20, 2018 | Deep Learning | —Unverified | 0 |
| Black-Box Autoregressive Density Estimation for State-Space Models | Nov 20, 2018 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Deep learning with asymmetric connections and Hebbian updates | Nov 19, 2018 | Deep Learning | CodeCode Available | 0 |
| Slum Segmentation and Change Detection : A Deep Learning Approach | Nov 19, 2018 | Change DetectionDeep Learning | CodeCode Available | 0 |
| Self-Referenced Deep Learning | Nov 19, 2018 | Deep LearningKnowledge Distillation | —Unverified | 0 |
| Past, Present, and Future Approaches Using Computer Vision for Animal Re-Identification from Camera Trap Data | Nov 19, 2018 | Deep LearningFeature Engineering | —Unverified | 0 |
| How far from automatically interpreting deep learning | Nov 19, 2018 | Deep Learning | —Unverified | 0 |
| Deep Learning based Pedestrian Detection at Distance in Smart Cities | Nov 18, 2018 | DecoderDeep Learning | —Unverified | 0 |
| Deep Learning with Inaccurate Training Data for Image Restoration | Nov 18, 2018 | Deep LearningImage Restoration | —Unverified | 0 |
| Classifiers Based on Deep Sparse Coding Architectures are Robust to Deep Learning Transferable Examples | Nov 17, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| Cross-modality deep learning brings bright-field microscopy contrast to holography | Nov 17, 2018 | Deep Learning | —Unverified | 0 |