| Deep Learning Development Environment in Virtual Reality | Jun 13, 2019 | Data InteractionDeep Learning | CodeCode Available | 0 |
| Topological Data Analysis for Arrhythmia Detection through Modular Neural Networks | Jun 13, 2019 | Arrhythmia DetectionClassification | —Unverified | 0 |
| A Computationally Efficient Method for Defending Adversarial Deep Learning Attacks | Jun 13, 2019 | Adversarial AttackDeep Learning | —Unverified | 0 |
| Is Deep Learning a Renormalization Group Flow? | Jun 12, 2019 | Deep Learning | CodeCode Available | 0 |
| Attention-based Multi-Input Deep Learning Architecture for Biological Activity Prediction: An Application in EGFR Inhibitors | Jun 12, 2019 | Activity PredictionBIG-bench Machine Learning | CodeCode Available | 0 |
| Solving Large-Scale 0-1 Knapsack Problems and its Application to Point Cloud Resampling | Jun 11, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning for Spatio-Temporal Data Mining: A Survey | Jun 11, 2019 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Classification of Radio Signals and HF Transmission Modes with Deep Learning | Jun 11, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Improving Reproducible Deep Learning Workflows with DeepDIVA | Jun 11, 2019 | Deep LearningManagement | —Unverified | 0 |
| Deep learning control of artificial avatars in group coordination tasks | Jun 11, 2019 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Band Attention Convolutional Networks For Hyperspectral Image Classification | Jun 11, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Performance Analysis and Characterization of Training Deep Learning Models on Mobile Devices | Jun 10, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning-Based Automatic Downbeat Tracking: A Brief Review | Jun 10, 2019 | Deep LearningDownbeat Tracking | CodeCode Available | 0 |
| Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis | Jun 10, 2019 | Decision MakingDeep Learning | —Unverified | 0 |
| A Preliminary Study on Data Augmentation of Deep Learning for Image Classification | Jun 9, 2019 | Data AugmentationDeep Learning | —Unverified | 0 |
| Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers | Jun 9, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Quadratic Suffices for Over-parametrization via Matrix Chernoff Bound | Jun 9, 2019 | Deep LearningLearning Theory | —Unverified | 0 |
| Novelty Detection via Network Saliency in Visual-based Deep Learning | Jun 9, 2019 | Deep LearningNovelty Detection | —Unverified | 0 |
| Deep learning calibration of option pricing models: some pitfalls and solutions | Jun 8, 2019 | Deep Learning | —Unverified | 0 |
| Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification | Jun 7, 2019 | ClusteringDeep Learning | —Unverified | 0 |
| A deep learning approach for automated detection of geographic atrophy from color fundus photographs | Jun 7, 2019 | Deep LearningSpecificity | CodeCode Available | 0 |
| Deep Learning For Experimental Hybrid Terrestrial and Satellite Interference Management | Jun 7, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deep Curve-dependent PDEs for affine rough volatility | Jun 6, 2019 | Deep Learning | —Unverified | 0 |
| Reproduction study using public data of: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs | Jun 6, 2019 | Deep LearningDiabetic Retinopathy Grading | CodeCode Available | 0 |
| Scene and Environment Monitoring Using Aerial Imagery and Deep Learning | Jun 6, 2019 | Decision MakingDeep Learning | —Unverified | 0 |
| Solving Electrical Impedance Tomography with Deep Learning | Jun 6, 2019 | Deep Learning | —Unverified | 0 |
| Active Deep Decoding of Linear Codes | Jun 6, 2019 | Active LearningDeep Learning | —Unverified | 0 |
| Practical Deep Learning with Bayesian Principles | Jun 6, 2019 | Continual LearningData Augmentation | CodeCode Available | 0 |
| Fault Diagnosis of Rotary Machines using Deep Convolutional Neural Network with three axis signal input | Jun 6, 2019 | Deep LearningFault Diagnosis | —Unverified | 0 |
| Analog/Mixed-Signal Hardware Error Modeling for Deep Learning Inference | Jun 5, 2019 | Deep Learning | CodeCode Available | 0 |
| Automated Classification of Seizures against Nonseizures: A Deep Learning Approach | Jun 5, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Efficient, Lexicon-Free OCR using Deep Learning | Jun 5, 2019 | Data AugmentationDeep Learning | —Unverified | 0 |
| Private Deep Learning with Teacher Ensembles | Jun 5, 2019 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Evaluating Explanation Methods for Deep Learning in Security | Jun 5, 2019 | Computer SecurityDeep Learning | CodeCode Available | 0 |
| PI-Net: A Deep Learning Approach to Extract Topological Persistence Images | Jun 5, 2019 | Activity RecognitionDeep Learning | CodeCode Available | 0 |
| Combining crowd-sourcing and deep learning to explore the meso-scale organization of shallow convection | Jun 5, 2019 | Deep Learning | —Unverified | 0 |
| Energy and Policy Considerations for Deep Learning in NLP | Jun 5, 2019 | Deep Learning | CodeCode Available | 0 |
| Single-Camera Basketball Tracker through Pose and Semantic Feature Fusion | Jun 5, 2019 | Deep Learning | —Unverified | 0 |
| Traffic Light Recognition Using Deep Learning and Prior Maps for Autonomous Cars | Jun 4, 2019 | Deep Learning | CodeCode Available | 0 |
| Classifying logistic vehicles in cities using Deep learning | Jun 4, 2019 | Deep Learning | —Unverified | 0 |
| A Novel Deep Neural Network Based Approach for Sparse Code Multiple Access | Jun 4, 2019 | DecoderDeep Learning | —Unverified | 0 |
| An Introduction to Deep Morphological Networks | Jun 4, 2019 | Deep Learningimage-classification | —Unverified | 0 |
| Evaluation of an AI system for the automated detection of glaucoma from stereoscopic optic disc photographs: the European Optic Disc Assessment Study | Jun 4, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Towards Task and Architecture-Independent Generalization Gap Predictors | Jun 4, 2019 | Deep LearningOut-of-Distribution Generalization | CodeCode Available | 0 |
| What do AI algorithms actually learn? - On false structures in deep learning | Jun 4, 2019 | Deep Learning | CodeCode Available | 0 |
| Towards Fair and Privacy-Preserving Federated Deep Models | Jun 4, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Nemesyst: A Hybrid Parallelism Deep Learning-Based Framework Applied for Internet of Things Enabled Food Retailing Refrigeration Systems | Jun 4, 2019 | Deep Learning | CodeCode Available | 0 |
| Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision | Jun 4, 2019 | Deep LearningDepth Completion | CodeCode Available | 0 |
| A Comprehensive Study on Deep Learning Bug Characteristics | Jun 3, 2019 | Deep Learning | —Unverified | 0 |
| Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning | Jun 3, 2019 | Deep LearningGraph Neural Network | —Unverified | 0 |
