| Verification Code Recognition Based on Active and Deep Learning | Feb 12, 2019 | Deep Learning | —Unverified | 0 |
| Effective Network Compression Using Simulation-Guided Iterative Pruning | Feb 12, 2019 | Deep Learning | —Unverified | 0 |
| Probabilistic Generative Deep Learning for Molecular Design | Feb 11, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning Methods for Event Verification and Image Repurposing Detection | Feb 11, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| 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 |
| Deep learning and face recognition: the state of the art | Feb 10, 2019 | Deep LearningFace Recognition | —Unverified | 0 |
| Improving Deep Image Clustering With Spatial Transformer Layers | Feb 9, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| On the security relevance of weights in deep learning | Feb 8, 2019 | Deep Learning | —Unverified | 0 |
| Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications | Feb 8, 2019 | Deep LearningHigh-Level Synthesis | —Unverified | 0 |
| A Simple Baseline for Bayesian Uncertainty in Deep Learning | Feb 7, 2019 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Low-cost Measurement of Industrial Shock Signals via Deep Learning Calibration | Feb 7, 2019 | Deep Learning | —Unverified | 0 |
| On ADMM in Deep Learning: Convergence and Saturation-Avoidance | Feb 6, 2019 | Deep Learning | CodeCode Available | 0 |
| Disguised-Nets: Image Disguising for Privacy-preserving Outsourced Deep Learning | Feb 5, 2019 | Deep LearningGPU | —Unverified | 0 |
| Technical Considerations for Semantic Segmentation in MRI using Convolutional Neural Networks | Feb 5, 2019 | Deep LearningSegmentation | —Unverified | 0 |
| Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping | Feb 5, 2019 | Deep LearningDynamic Time Warping | CodeCode Available | 0 |
| WideDTA: prediction of drug-target binding affinity | Feb 4, 2019 | Deep LearningDrug Discovery | CodeCode Available | 0 |
| Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation | Feb 1, 2019 | Deep LearningFeature Importance | CodeCode Available | 0 |
| Deep Learning Solutions for TanDEM-X-based Forest Classification | Feb 1, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Visual Rationalizations in Deep Reinforcement Learning for Atari Games | Feb 1, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| Generalising Deep Learning MRI Reconstruction across Different Domains | Jan 31, 2019 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| On Intra-Class Variance for Deep Learning of Classifiers | Jan 31, 2019 | Deep Learning | —Unverified | 0 |
| Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets | Jan 31, 2019 | Data AugmentationDeep Learning | —Unverified | 0 |
| Deep Learning for Inverse Problems: Bounds and Regularizers | Jan 31, 2019 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System | Jan 31, 2019 | Deep LearningDisease Prediction | CodeCode Available | 1 |
| PixelSteganalysis: Destroying Hidden Information with a Low Degree of Visual Degradation | Jan 30, 2019 | Deep LearningImage Steganography | —Unverified | 0 |
| Resolution enhancement in scanning electron microscopy using deep learning | Jan 30, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| ChangeNet: A Deep Learning Architecture for Visual Change Detection | Jan 29, 2019 | Change DetectionDeep Learning | —Unverified | 0 |
| Comprehensive Evaluation of Deep Learning Architectures for Prediction of DNA/RNA Sequence Binding Specificities | Jan 29, 2019 | Automatic Machine Learning Model SelectionDeep Learning | CodeCode Available | 0 |
| Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series | Jan 29, 2019 | ClassificationCrop Classification | —Unverified | 0 |
| Robust Deep Multi-Modal Sensor Fusion using Fusion Weight Regularization and Target Learning | Jan 29, 2019 | Deep LearningSensor Fusion | —Unverified | 0 |
| A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning | Jan 29, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| A Framework for Deep Constrained Clustering -- Algorithms and Advances | Jan 29, 2019 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| A Deep Learning Framework for Assessing Physical Rehabilitation Exercises | Jan 29, 2019 | Action Quality AssessmentDeep Learning | CodeCode Available | 0 |
| Influence of segmentation on deep iris recognition performance | Jan 29, 2019 | Deep LearningIris Recognition | —Unverified | 0 |
| Additive Margin SincNet for Speaker Recognition | Jan 28, 2019 | Deep LearningSpeaker Recognition | CodeCode Available | 0 |
| Open Source Face Recognition Performance Evaluation Package | Jan 27, 2019 | Deep LearningFace Recognition | —Unverified | 0 |
| Spectrum Data Poisoning with Adversarial Deep Learning | Jan 26, 2019 | BIG-bench Machine LearningData Poisoning | —Unverified | 0 |
| Deep Learning Framework for Steel Surface Defects Classification | Jan 25, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Flexible Operator Embeddings via Deep Learning | Jan 25, 2019 | Deep LearningFeature Engineering | —Unverified | 0 |
| Proceedings of AAAI 2019 Workshop on Network Interpretability for Deep Learning | Jan 25, 2019 | Deep Learning | —Unverified | 0 |
| ISeeU: Visually interpretable deep learning for mortality prediction inside the ICU | Jan 24, 2019 | Deep LearningMortality Prediction | CodeCode Available | 0 |
| Securing Tag-based recommender systems against profile injection attacks: A comparative study. (Extended Report) | Jan 24, 2019 | Deep LearningRecommendation Systems | —Unverified | 0 |
| Self-Supervised Deep Learning on Point Clouds by Reconstructing Space | Jan 24, 2019 | 3D Point Cloud Linear ClassificationDeep Learning | —Unverified | 0 |
| Deep-Learning Inversion of Seismic Data | Jan 23, 2019 | Deep LearningSeismic Inversion | —Unverified | 0 |
| Deep learning and sub-word-unit approach in written art generation | Jan 22, 2019 | Deep Learning | —Unverified | 0 |
| On Connected Sublevel Sets in Deep Learning | Jan 22, 2019 | Deep Learning | —Unverified | 0 |
| Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection | Jan 21, 2019 | Deep Learning | —Unverified | 0 |
| On Network Science and Mutual Information for Explaining Deep Neural Networks | Jan 20, 2019 | Deep Learning | —Unverified | 0 |
| Deep-Learning-based Millimeter-Wave Massive MIMO for Hybrid Precoding | Jan 19, 2019 | DecoderDeep Learning | —Unverified | 0 |