| Assessing differentially private deep learning with Membership Inference | Dec 24, 2019 | Deep LearningInference Attack | CodeCode Available | 0 |
| Intelligent Condition Based Monitoring Techniques for Bearing Fault Diagnosis | Dec 24, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| A Survey of Deep Learning Applications to Autonomous Vehicle Control | Dec 23, 2019 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| FisheyeMultiNet: Real-time Multi-task Learning Architecture for Surround-view Automated Parking System | Dec 23, 2019 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| An Explainable Autoencoder For Collaborative Filtering Recommendation | Dec 23, 2019 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| Robust breast cancer detection in mammography and digital breast tomosynthesis using annotation-efficient deep learning approach | Dec 23, 2019 | Breast Cancer DetectionDeep Learning | —Unverified | 0 |
| Deep Learning via Dynamical Systems: An Approximation Perspective | Dec 22, 2019 | Deep Learning | —Unverified | 0 |
| Efficient Parameter Sampling for Neural Network Construction | Dec 22, 2019 | Deep Learning | —Unverified | 0 |
| A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images | Dec 21, 2019 | 2D Semantic SegmentationDeep Learning | —Unverified | 0 |
| A Deep Learning Model for Chilean Bills Classification | Dec 21, 2019 | ClassificationData Augmentation | CodeCode Available | 0 |
| Tifinagh-IRCAM Handwritten character recognition using Deep learning | Dec 21, 2019 | Deep Learning | —Unverified | 0 |
| Predicting Heart Failure Readmission from Clinical Notes Using Deep Learning | Dec 21, 2019 | Deep LearningPrediction | —Unverified | 0 |
| Assessing Data Quality of Annotations with Krippendorff Alpha For Applications in Computer Vision | Dec 20, 2019 | Deep Learningobject-detection | —Unverified | 0 |
| Random CapsNet Forest Model for Imbalanced Malware Type Classification Task | Dec 20, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| An Unsupervised Deep Learning Method for Multi-coil Cine MRI | Dec 20, 2019 | Deep LearningMRI Reconstruction | CodeCode Available | 0 |
| ET-USB: Transformer-Based Sequential Behavior Modeling for Inbound Customer Service | Dec 20, 2019 | Deep LearningRecommendation Systems | —Unverified | 0 |
| An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning | Dec 19, 2019 | Deep Learning | —Unverified | 0 |
| Optimization for deep learning: theory and algorithms | Dec 19, 2019 | Deep LearningLearning Theory | —Unverified | 0 |
| Deep Learning-based Limited Feedback Designs for MIMO Systems | Dec 19, 2019 | Deep Learning | —Unverified | 0 |
| Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection | Dec 19, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Practical applicability of deep neural networks for overlapping speaker separation | Dec 19, 2019 | ClusteringDeep Clustering | —Unverified | 0 |
| RealMix: Towards Realistic Semi-Supervised Deep Learning Algorithms | Dec 18, 2019 | Deep LearningSemi-Supervised Image Classification | CodeCode Available | 0 |
| Quaternion Product Units for Deep Learning on 3D Rotation Groups | Dec 17, 2019 | Deep Learning | CodeCode Available | 0 |
| Differentiable programming and its applications to dynamical systems | Dec 17, 2019 | Deep Learning | —Unverified | 0 |
| Realization of spatial sparseness by deep ReLU nets with massive data | Dec 16, 2019 | Deep LearningLearning Theory | —Unverified | 0 |
| Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms | Dec 16, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| Pneumothorax Segmentation: Deep Learning Image Segmentation to predict Pneumothorax | Dec 16, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Comparisonal study of Deep Learning approaches on Retinal OCT Image | Dec 16, 2019 | Deep Learning | —Unverified | 0 |
| VLSI Mask Optimization: From Shallow To Deep Learning | Dec 16, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep learning surrogate interacting Markov chain Monte Carlo based full wave inversion scheme for properties of materials quantification | Dec 16, 2019 | Deep Learning | —Unverified | 0 |
| Deep learning predictions of sand dune migration | Dec 13, 2019 | Deep LearningSand | —Unverified | 0 |
| TopoAct: Visually Exploring the Shape of Activations in Deep Learning | Dec 13, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Understanding Important Features of Deep Learning Models for Transmission Electron Microscopy Image Segmentation | Dec 12, 2019 | Deep LearningElectron Microscopy Image Segmentation | —Unverified | 0 |
| Coronary Artery Plaque Characterization from CCTA Scans using Deep Learning and Radiomics | Dec 12, 2019 | Deep LearningManagement | —Unverified | 0 |
| Deep Learning based Multiple Regression to Predict Total Column Water Vapor (TCWV) from Physical Parameters in West Africa by using Keras Library | Dec 12, 2019 | Deep Learningregression | —Unverified | 0 |
| Greenery Segmentation In Urban Images By Deep Learning | Dec 12, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning | Dec 11, 2019 | Deep LearningDictionary Learning | —Unverified | 0 |
| deepsing: Generating Sentiment-aware Visual Stories using Cross-modal Music Translation | Dec 11, 2019 | Deep LearningTranslation | CodeCode Available | 0 |
| Overview of quantitative susceptibility mapping using deep learning -- Current status, challenges and opportunities | Dec 11, 2019 | Deep Learning | —Unverified | 0 |
| Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model | Dec 11, 2019 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| REFINED (REpresentation of Features as Images with NEighborhood Dependencies): A novel feature representation for Convolutional Neural Networks | Dec 11, 2019 | Deep Learningfeature selection | —Unverified | 0 |
| Lifelong learning for text retrieval and recognition in historical handwritten document collections | Dec 11, 2019 | Deep LearningLifelong learning | —Unverified | 0 |
| Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification | Dec 11, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| SMAUG: End-to-End Full-Stack Simulation Infrastructure for Deep Learning Workloads | Dec 10, 2019 | Deep Learning | —Unverified | 0 |
| End-to-end facial and physiological model for Affective Computing and applications | Dec 10, 2019 | Arousal EstimationDeep Learning | —Unverified | 0 |
| Violence Recognition from Videos using Deep Learning Techniques | Dec 10, 2019 | Action RecognitionDeep Learning | —Unverified | 0 |
| libmolgrid: GPU Accelerated Molecular Gridding for Deep Learning Applications | Dec 10, 2019 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Duet at TREC 2019 Deep Learning Track | Dec 10, 2019 | Deep LearningLearning-To-Rank | CodeCode Available | 0 |
| Deep Latent Factor Model for Collaborative Filtering | Dec 10, 2019 | BIG-bench Machine LearningCollaborative Filtering | —Unverified | 0 |
| Hybrid Physical-Deep Learning Model for Astronomical Inverse Problems | Dec 9, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |