| A deep learning system for differential diagnosis of skin diseases | Sep 11, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| InceptionTime: Finding AlexNet for Time Series Classification | Sep 11, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| ScieNet: Deep Learning with Spike-assisted Contextual Information Extraction | Sep 11, 2019 | Autonomous VehiclesClassification | —Unverified | 0 |
| Regularized deep learning with nonconvex penalties | Sep 11, 2019 | Deep Learning | CodeCode Available | 0 |
| Structural Robustness for Deep Learning Architectures | Sep 11, 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 |
| Deep Learning Regression of VLSI Plasma Etch Metrology | Sep 10, 2019 | Deep LearningFeature Engineering | —Unverified | 0 |
| Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning | Sep 10, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Swapped Face Detection using Deep Learning and Subjective Assessment | Sep 10, 2019 | Deep LearningFace Detection | —Unverified | 0 |
| Reinforcement Learning and Video Games | Sep 10, 2019 | Atari GamesDeep Learning | —Unverified | 0 |
| A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization | Sep 10, 2019 | AllDeep Learning | —Unverified | 0 |
| Deep Learning for Automated Classification and Characterization of Amorphous Materials | Sep 10, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| A Study of Deep Learning for Network Traffic Data Forecasting | Sep 10, 2019 | ClusteringDeep Learning | —Unverified | 0 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Distributed Deep Learning with Event-Triggered Communication | Sep 8, 2019 | Deep Learning | —Unverified | 0 |
| Blind Geometric Distortion Correction on Images Through Deep Learning | Sep 8, 2019 | Deep Learningdistortion correction | CodeCode Available | 0 |
| Multi-Task Bidirectional Transformer Representations for Irony Detection | Sep 8, 2019 | Deep LearningFeature Engineering | —Unverified | 0 |
| Explainable Deep Learning for Video Recognition Tasks: A Framework & Recommendations | Sep 7, 2019 | Deep LearningVideo Recognition | —Unverified | 0 |
| Video Surveillance of Highway Traffic Events by Deep Learning Architectures | Sep 6, 2019 | Deep LearningTransfer Learning | —Unverified | 0 |
| Data Sanity Check for Deep Learning Systems via Learnt Assertions | Sep 6, 2019 | Deep Learning | —Unverified | 0 |
| Personalization of Deep Learning | Sep 6, 2019 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| On the Acceleration of Deep Learning Model Parallelism with Staleness | Sep 5, 2019 | Deep Learning | —Unverified | 0 |
| Quasi-Newton Optimization Methods For Deep Learning Applications | Sep 4, 2019 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| ALIME: Autoencoder Based Approach for Local Interpretability | Sep 4, 2019 | Deep Learning | —Unverified | 0 |
| Deep Convolutional Networks in System Identification | Sep 4, 2019 | Deep Learning | CodeCode Available | 0 |
