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| Biologically-Motivated Deep Learning Method using Hierarchical Competitive Learning | Jan 4, 2020 | Deep LearningTime Series | CodeCode Available | 0 |
| FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification | Jan 4, 2020 | ClassificationDeep Learning | CodeCode Available | 0 |
| Auditing and Debugging Deep Learning Models via Decision Boundaries: Individual-level and Group-level Analysis | Jan 3, 2020 | Deep Learning | CodeCode Available | 0 |
| Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning | Jan 3, 2020 | Deep LearningReinforcement Learning | —Unverified | 0 |
| Deep learning reveals hidden interactions in complex systems | Jan 3, 2020 | Deep LearningGraph Attention | CodeCode Available | 1 |
| Graph-FCN for image semantic segmentation | Jan 2, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| Deep learning for brake squeal: vibration detection, characterization and prediction | Jan 2, 2020 | Deep LearningFriction | —Unverified | 0 |
| Deep Learning for Learning Graph Representations | Jan 2, 2020 | Deep LearningNetwork Embedding | —Unverified | 0 |
| A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks | Jan 1, 2020 | Deep Learning | CodeCode Available | 1 |
| Core-Collapse Supernova Gravitational-Wave Search and Deep Learning Classification | Jan 1, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Transition Based Dependency Parser for Amharic Language Using Deep Learning | Jan 1, 2020 | ARCDeep Learning | —Unverified | 0 |
| Deep Learning-Based Intrusion Detection System for Advanced Metering Infrastructure | Dec 31, 2019 | Deep LearningIntrusion Detection | —Unverified | 0 |
| Automated Testing for Deep Learning Systems with Differential Behavior Criteria | Dec 31, 2019 | Deep Learning | —Unverified | 0 |
| Towards Regulated Deep Learning | Dec 31, 2019 | Deep Learning | —Unverified | 0 |
| AdderNet: Do We Really Need Multiplications in Deep Learning? | Dec 31, 2019 | Deep Learning | CodeCode Available | 0 |
| Hiding Information in Big Data based on Deep Learning | Dec 31, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning on Image Denoising: An overview | Dec 31, 2019 | Deep LearningDenoising | —Unverified | 0 |
| Biophysical models of cis-regulation as interpretable neural networks | Dec 30, 2019 | Deep Learning | —Unverified | 0 |
| AraNet: A Deep Learning Toolkit for Arabic Social Media | Dec 30, 2019 | Deep LearningFeature Engineering | CodeCode Available | 0 |
| Deep-learning Architecture for Short-term Passenger Flow Forecasting in Urban Rail Transit | Dec 29, 2019 | Deep LearningPrediction | CodeCode Available | 0 |
| Deep learning surrogate models for spatial and visual connectivity | Dec 29, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A Gentle Introduction to Deep Learning for Graphs | Dec 29, 2019 | Deep LearningGraph Representation Learning | CodeCode Available | 1 |
| Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review | Dec 28, 2019 | Deep LearningDenoising | CodeCode Available | 0 |
| Deep neural network models for computational histopathology: A survey | Dec 28, 2019 | Deep LearningPrognosis | —Unverified | 0 |
| Statistical Loss and Analysis for Deep Learning in Hyperspectral Image Classification | Dec 28, 2019 | Deep LearningDiversity | CodeCode Available | 0 |
| Deep Learning for 3D Point Clouds: A Survey | Dec 27, 2019 | 3D Object Detection3D Shape Classification | CodeCode Available | 1 |
| Combining Deep Learning and Verification for Precise Object Instance Detection | Dec 27, 2019 | Deep LearningObject | CodeCode Available | 0 |
| Deep Learning in Medical Image Registration: A Review | Dec 27, 2019 | Deep LearningImage Registration | —Unverified | 0 |
| Split Learning for collaborative deep learning in healthcare | Dec 27, 2019 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| On the Resilience of Deep Learning for Reduced-voltage FPGAs | Dec 26, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning Training with Simulated Approximate Multipliers | Dec 26, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning-based Vehicle Behaviour Prediction For Autonomous Driving Applications: A Review | Dec 25, 2019 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Neural ODEs for Image Segmentation with Level Sets | Dec 25, 2019 | Deep LearningImage Segmentation | —Unverified | 0 |
| Intelligent Condition Based Monitoring Techniques for Bearing Fault Diagnosis | Dec 24, 2019 | Deep LearningDiagnostic | —Unverified | 0 |
| Assessing differentially private deep learning with Membership Inference | Dec 24, 2019 | Deep LearningInference Attack | CodeCode Available | 0 |
| Pricing and hedging American-style options with deep learning | Dec 23, 2019 | Deep Learning | CodeCode Available | 1 |
| An Explainable Autoencoder For Collaborative Filtering Recommendation | Dec 23, 2019 | Collaborative FilteringDeep 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 |
| 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 |
| A Survey of Deep Learning Applications to Autonomous Vehicle Control | Dec 23, 2019 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Efficient Parameter Sampling for Neural Network Construction | Dec 22, 2019 | Deep Learning | —Unverified | 0 |
| Deep Learning via Dynamical Systems: An Approximation Perspective | Dec 22, 2019 | Deep 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 |
| A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images | Dec 21, 2019 | 2D Semantic SegmentationDeep Learning | —Unverified | 0 |
| An Unsupervised Deep Learning Method for Multi-coil Cine MRI | Dec 20, 2019 | Deep LearningMRI Reconstruction | CodeCode Available | 0 |
| Random CapsNet Forest Model for Imbalanced Malware Type Classification Task | Dec 20, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Assessing Data Quality of Annotations with Krippendorff Alpha For Applications in Computer Vision | Dec 20, 2019 | Deep Learningobject-detection | —Unverified | 0 |