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| 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 |
| Deep Learning-Aided Tabu Search Detection for Large MIMO Systems | Sep 4, 2019 | Deep Learning | —Unverified | 0 |
| Model Asset eXchange: Path to Ubiquitous Deep Learning Deployment | Sep 4, 2019 | Deep Learning | —Unverified | 0 |
| Beyond Human-Level Accuracy: Computational Challenges in Deep Learning | Sep 3, 2019 | Deep Learning | CodeCode Available | 0 |
| MRI Reconstruction Using Deep Bayesian Estimation | Sep 3, 2019 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification | Sep 3, 2019 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement | Sep 3, 2019 | Deep LearningSpeech Enhancement | —Unverified | 0 |
| Multilingual Complex Word Identification: Convolutional Neural Networks with Morphological and Linguistic Features | Sep 1, 2019 | Complex Word IdentificationDeep Learning | —Unverified | 0 |
| A Neural Network Component for Knowledge-Based Semantic Representations of Text | Sep 1, 2019 | Deep LearningOpinion Mining | —Unverified | 0 |
| Human Evaluation of Neural Machine Translation: The Case of Deep Learning | Sep 1, 2019 | Deep LearningMachine Translation | —Unverified | 0 |
| Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning Research | Sep 1, 2019 | Deep LearningNeural Architecture Search | —Unverified | 0 |
| Neural Architecture Search for Joint Optimization of Predictive Power and Biological Knowledge | Sep 1, 2019 | Deep LearningNeural Architecture Search | CodeCode Available | 0 |
| Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark | Aug 31, 2019 | Deep LearningDiversity | CodeCode Available | 1 |
| Predicting Consumer Default: A Deep Learning Approach | Aug 30, 2019 | Deep Learning | —Unverified | 0 |
| Fast Scenario Reduction for Power Systems by Deep Learning | Aug 30, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning based Channel Estimation Algorithm over Time Selective Fading Channels | Aug 29, 2019 | Deep Learning | —Unverified | 0 |
| A Robust Image Watermarking System Based on Deep Neural Networks | Aug 29, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective | Aug 28, 2019 | Deep LearningLearning Theory | CodeCode Available | 0 |
| O-MedAL: Online Active Deep Learning for Medical Image Analysis | Aug 28, 2019 | Active LearningDeep Learning | CodeCode Available | 0 |
| A Possible Reason for why Data-Driven Beats Theory-Driven Computer Vision | Aug 28, 2019 | Deep Learning | —Unverified | 0 |
| Confidential Deep Learning: Executing Proprietary Models on Untrusted Devices | Aug 28, 2019 | Deep Learning | —Unverified | 0 |
| Distributed Deep Learning for Precipitation Nowcasting | Aug 28, 2019 | Deep Learning | —Unverified | 0 |
| Learning Continually from Low-shot Data Stream | Aug 27, 2019 | Deep Learningimage-classification | —Unverified | 0 |
| Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography | Aug 27, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Multi-Path Learnable Wavelet Neural Network for Image Classification | Aug 26, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| A Probabilistic Representation of Deep Learning | Aug 26, 2019 | Deep Learning | —Unverified | 0 |