| Deep learning-based reduced order models in cardiac electrophysiology | Jun 2, 2020 | Deep Learning | CodeCode Available | 1 |
| Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning | Jun 2, 2020 | Deep LearningFederated Learning | —Unverified | 0 |
| Deep Learning in Target Space | Jun 2, 2020 | Deep Learning | CodeCode Available | 0 |
| Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging | Jun 2, 2020 | DecoderDeep Learning | —Unverified | 0 |
| Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods | Jun 2, 2020 | 3D Human Pose EstimationDeep Learning | —Unverified | 0 |
| Real-time Earthquake Early Warning with Deep Learning: Application to the 2016 Central Apennines, Italy Earthquake Sequence | Jun 2, 2020 | Deep Learning | —Unverified | 0 |
| Practical sensorless aberration estimation for 3D microscopy with deep learning | Jun 2, 2020 | Deep Learning | CodeCode Available | 1 |
| Combining Deep Learning and Linear Processing for Modulation Classification and Symbol Decoding | Jun 1, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deceiving computers in Reverse Turing Test through Deep Learning | Jun 1, 2020 | CAPTCHA DetectionDeep Learning | CodeCode Available | 1 |
| WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning | Jun 1, 2020 | Deep Learning | CodeCode Available | 1 |
| A Survey on Deep Learning Techniques for Stereo-based Depth Estimation | Jun 1, 2020 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Variational-EM-Based Deep Learning for Noise-Blind Image Deblurring | Jun 1, 2020 | Blind Image DeblurringDeblurring | —Unverified | 0 |
| Deep Learning for Handling Kernel/model Uncertainty in Image Deconvolution | Jun 1, 2020 | DeblurringDeep Learning | —Unverified | 0 |
| Towards Feature-free TSP Solver Selection: A Deep Learning Approach | Jun 1, 2020 | Deep Learning | —Unverified | 0 |
| Semi-supervised deep learning for high-dimensional uncertainty quantification | Jun 1, 2020 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Automatic Building and Labeling of HD Maps with Deep Learning | Jun 1, 2020 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Pedestrian Tracking with Gated Recurrent Units and Attention Mechanisms | May 31, 2020 | Deep Learning | —Unverified | 0 |
| A Survey on Transfer Learning in Natural Language Processing | May 31, 2020 | Deep LearningMachine Translation | —Unverified | 0 |
| Neural Entity Linking: A Survey of Models Based on Deep Learning | May 31, 2020 | Deep LearningEntity Embeddings | —Unverified | 0 |
| End-to-End Change Detection for High Resolution Drone Images with GAN Architecture | May 31, 2020 | Change DetectionDeep Learning | —Unverified | 0 |
| Reconstructing undersampled photoacoustic microscopy images using deep learning | May 30, 2020 | 3D Action RecognitionDeep Learning | CodeCode Available | 1 |
| Linguistic Features for Readability Assessment | May 30, 2020 | Deep LearningText Classification | CodeCode Available | 1 |
| Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications | May 30, 2020 | Deep Learning | —Unverified | 0 |
| Deep super resolution crack network (SrcNet) for improving computer vision–based automated crack detectability in in situ bridges | May 29, 2020 | Crack SegmentationDeep Learning | —Unverified | 0 |
| Tensor decomposition to Compress Convolutional Layers in Deep Learning | May 28, 2020 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Mass Estimation of Galaxy Clusters with Deep Learning II: CMB Cluster Lensing | May 28, 2020 | Deep Learning | —Unverified | 0 |
| Explainable deep learning models in medical image analysis | May 28, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Deep Learning for Portfolio Optimization | May 27, 2020 | Deep LearningPortfolio Optimization | CodeCode Available | 1 |
| A Quantitative Survey of Communication Optimizations in Distributed Deep Learning | May 27, 2020 | Deep LearningGPU | CodeCode Available | 1 |
| A Deep Learning based Fast Signed Distance Map Generation | May 26, 2020 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities | May 25, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography | May 25, 2020 | Deep LearningLesion Detection | —Unverified | 0 |
| Deep Learning Models for Automatic Summarization | May 25, 2020 | Deep Learningreinforcement-learning | —Unverified | 0 |
| Towards a Robust WiFi-based Fall Detection with Adversarial Data Augmentation | May 25, 2020 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Deep Learning-based Modulation Detection for NOMA Systems | May 24, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Deep learning approach to describe and classify fungi microscopic images | May 24, 2020 | Deep Learning | —Unverified | 0 |
| How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey | May 24, 2020 | Deep Learning | —Unverified | 0 |
| Automated Question Answer medical model based on Deep Learning Technology | May 21, 2020 | DecoderDeep Learning | CodeCode Available | 0 |
| On the Locality of the Natural Gradient for Deep Learning | May 21, 2020 | Deep Learning | —Unverified | 0 |
| Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis | May 21, 2020 | Deep LearningImage Segmentation | —Unverified | 0 |
| SymJAX: symbolic CPU/GPU/TPU programming | May 21, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images | May 20, 2020 | COVID-19 DiagnosisDeep Learning | CodeCode Available | 0 |
| Feature Purification: How Adversarial Training Performs Robust Deep Learning | May 20, 2020 | Deep Learning | —Unverified | 0 |
| Deep learning with 4D spatio-temporal data representations for OCT-based force estimation | May 20, 2020 | Deep Learning | CodeCode Available | 1 |
| Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review | May 20, 2020 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Neural ODEs for Informative Missingness in Multivariate Time Series | May 20, 2020 | Deep LearningImputation | —Unverified | 0 |
| Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images | May 20, 2020 | compressed sensingComputed Tomography (CT) | —Unverified | 0 |
| Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data | May 20, 2020 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks | May 20, 2020 | AttributeDeep Learning | CodeCode Available | 0 |