| Reconstruction of 3-D Atomic Distortions from Electron Microscopy with Deep Learning | Feb 19, 2019 | Deep Learning | —Unverified | 0 |
| Classifying textual data: shallow, deep and ensemble methods | Feb 18, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| An Adaptive Deep Learning Algorithm Based Autoencoder for Interference Channels | Feb 18, 2019 | Deep Learning | —Unverified | 0 |
| A parallel Fortran framework for neural networks and deep learning | Feb 18, 2019 | Deep Learning | CodeCode Available | 0 |
| Beyond the Memory Wall: A Case for Memory-centric HPC System for Deep Learning | Feb 18, 2019 | Deep Learning | —Unverified | 0 |
| Robust Sub-meter Level Indoor Localization - A Logistic Regression Approach | Feb 17, 2019 | Deep LearningIndoor Localization | —Unverified | 0 |
| Towards Improved Testing For Deep Learning | Feb 17, 2019 | Deep Learningsoftware testing | —Unverified | 0 |
| Deep Learning for Image Super-resolution: A Survey | Feb 16, 2019 | Deep LearningImage Super-Resolution | CodeCode Available | 0 |
| PatchNet: A Tool for Deep Patch Classification | Feb 16, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation | Feb 16, 2019 | Deep LearningLesion Classification | —Unverified | 0 |
| Mitigation of Adversarial Examples in RF Deep Classifiers Utilizing AutoEncoder Pre-training | Feb 16, 2019 | Deep Learning | —Unverified | 0 |
| Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions | Feb 15, 2019 | AnatomyBIG-bench Machine Learning | —Unverified | 0 |
| Efficient Deep Learning of GMMs | Feb 15, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| On instabilities of deep learning in image reconstruction - Does AI come at a cost? | Feb 14, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning | Feb 14, 2019 | Deep Learning | —Unverified | 0 |
| Neural network models and deep learning - a primer for biologists | Feb 13, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Uniform convergence may be unable to explain generalization in deep learning | Feb 13, 2019 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| 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 |
| Salus: Fine-Grained GPU Sharing Primitives for Deep Learning Applications | Feb 12, 2019 | CPUDeep Learning | CodeCode Available | 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 |
| 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 |
| Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications | Feb 8, 2019 | Deep LearningHigh-Level Synthesis | —Unverified | 0 |
| On the security relevance of weights in deep learning | Feb 8, 2019 | Deep Learning | —Unverified | 0 |
| 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 |
| Visual Rationalizations in Deep Reinforcement Learning for Atari Games | Feb 1, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| Deep Learning Solutions for TanDEM-X-based Forest Classification | Feb 1, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation | Feb 1, 2019 | Deep LearningFeature Importance | CodeCode Available | 0 |
| On Intra-Class Variance for Deep Learning of Classifiers | Jan 31, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning for Inverse Problems: Bounds and Regularizers | Jan 31, 2019 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Generalising Deep Learning MRI Reconstruction across Different Domains | Jan 31, 2019 | Deep LearningMRI Reconstruction | —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 |
| 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 |
| Robust Deep Multi-Modal Sensor Fusion using Fusion Weight Regularization and Target Learning | Jan 29, 2019 | Deep LearningSensor Fusion | —Unverified | 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 |
| 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 |
| Influence of segmentation on deep iris recognition performance | Jan 29, 2019 | Deep LearningIris Recognition | —Unverified | 0 |
| A Deep Learning Framework for Assessing Physical Rehabilitation Exercises | Jan 29, 2019 | Action Quality AssessmentDeep Learning | CodeCode Available | 0 |
| A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning | Jan 29, 2019 | BenchmarkingDeep Learning | CodeCode Available | 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 |