| A Kolmogorov Complexity Approach to Generalization in Deep Learning | Sep 25, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Benchmarking Tropical Cyclone Rapid Intensification with Satellite Images and Attention-based Deep Models | Sep 25, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Credible Sample Elicitation by Deep Learning, for Deep Learning | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| Synthetic dataset generation for object-to-model deep learning in industrial applications | Sep 24, 2019 | Dataset GenerationDeep Learning | CodeCode Available | 0 |
| Exascale Deep Learning for Scientific Inverse Problems | Sep 24, 2019 | Deep LearningMaterials Imaging | —Unverified | 0 |
| pISTA-SENSE-ResNet for Parallel MRI Reconstruction | Sep 24, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World | Sep 24, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Adaptive Ultrasound Beamforming using Deep Learning | Sep 23, 2019 | Deep Learning | —Unverified | 0 |
| Biomedical Mention Disambiguation using a Deep Learning Approach | Sep 23, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Hydrocephalus verification on brain magnetic resonance images with deep convolutional neural networks and "transfer learning" technique | Sep 23, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| AI Matrix: A Deep Learning Benchmark for Alibaba Data Centers | Sep 23, 2019 | Deep Learning | —Unverified | 0 |
| Compiler-Level Matrix Multiplication Optimization for Deep Learning | Sep 23, 2019 | Deep LearningHeuristic Search | —Unverified | 0 |
| mlVIRNET: Multilevel Variational Image Registration Network | Sep 22, 2019 | Deep LearningImage Registration | —Unverified | 0 |
| Invasiveness Prediction of Pulmonary Adenocarcinomas Using Deep Feature Fusion Networks | Sep 21, 2019 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| A Lightweight Deep Learning Model for Human Activity Recognition on Edge Devices | Sep 20, 2019 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Deep learning architectures for automated image segmentation | Sep 19, 2019 | Boundary DetectionDecoder | —Unverified | 0 |
| Slices of Attention in Asynchronous Video Job Interviews | Sep 19, 2019 | Deep LearningFeature Engineering | —Unverified | 0 |
| Quantitative Impact of Label Noise on the Quality of Segmentation of Brain Tumors on MRI scans | Sep 18, 2019 | Brain Tumor SegmentationDeep Learning | —Unverified | 0 |
| DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding | Sep 17, 2019 | Deep LearningProtein Folding | CodeCode Available | 0 |
| Learn to Estimate Labels Uncertainty for Quality Assurance | Sep 17, 2019 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| MathDL: Mathematical deep learning for D3R Grand Challenge 4 | Sep 17, 2019 | Deep LearningPose Prediction | —Unverified | 0 |
| Learned-SBL: A Deep Learning Architecture for Sparse Signal Recovery | Sep 17, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning based Precoding for the MIMO Gaussian Wiretap Channel | Sep 17, 2019 | Deep Learning | —Unverified | 0 |
| Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving | Sep 17, 2019 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| K-TanH: Efficient TanH For Deep Learning | Sep 17, 2019 | CPUDeep Learning | —Unverified | 0 |
| A Hybrid Deep Learning Approach for Diagnosis of the Erythemato-Squamous Disease | Sep 17, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Unaligned Sequence Similarity Search Using Deep Learning | Sep 16, 2019 | ClusteringDeep Learning | —Unverified | 0 |
| Knowledge Discovery In Nanophotonics Using Geometric Deep Learning | Sep 16, 2019 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Identifying Pediatric Vascular Anomalies With Deep Learning | Sep 16, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training | Sep 15, 2019 | BenchmarkingCPU | —Unverified | 0 |
| Natural Language Adversarial Defense through Synonym Encoding | Sep 15, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| FfDL : A Flexible Multi-tenant Deep Learning Platform | Sep 14, 2019 | Deep LearningDrug Design | —Unverified | 0 |
| Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data | Sep 13, 2019 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters | Sep 13, 2019 | Deep LearningFairness | CodeCode Available | 0 |
| Horizontal Flows and Manifold Stochastics in Geometric Deep Learning | Sep 13, 2019 | Deep Learning | —Unverified | 0 |
| Enhancement of seismic imaging: An innovative deep learning approach | Sep 13, 2019 | Deep LearningSeismic Imaging | —Unverified | 0 |
| Spectrum Sensing Based on Deep Learning Classification for Cognitive Radios | Sep 13, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning for Cooperative Radio Signal Classification | Sep 13, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Risk-Aware Planning by Confidence Estimation using Deep Learning-Based Perception | Sep 13, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Interpolation-Prediction Networks for Irregularly Sampled Time Series | Sep 13, 2019 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 |
| A superpixel-driven deep learning approach for the analysis of dermatological wounds | Sep 13, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| High Resolution Forecasting of Heat Waves impacts on Leaf Area Index by Multiscale Multitemporal Deep Learning | Sep 13, 2019 | Deep Learning | —Unverified | 0 |
| Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers | Sep 12, 2019 | Deep LearningFace Recognition | —Unverified | 0 |
| A Robust Hybrid Approach for Textual Document Classification | Sep 12, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification | Sep 12, 2019 | BIG-bench Machine LearningBinary text classification | CodeCode Available | 0 |
| Classifying Multilingual User Feedback using Traditional Machine Learning and Deep Learning | Sep 12, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A Deep Learning Approach to Grasping the Invisible | Sep 11, 2019 | Deep LearningQ-Learning | CodeCode Available | 0 |
| A deep learning system for differential diagnosis of skin diseases | Sep 11, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction | Sep 11, 2019 | Autonomous VehiclesClassification | —Unverified | 0 |
| Structural Robustness for Deep Learning Architectures | Sep 11, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |