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| Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks | Sep 23, 2020 | Deep AttentionDeep Learning | CodeCode Available | 1 |
| ANNdotNET -- deep learning tool on .NET Platform | Sep 23, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging | Sep 23, 2020 | Deep LearningSegmentation | —Unverified | 0 |
| Applying the Roofline model for Deep Learning performance optimizations | Sep 23, 2020 | Deep Learning | —Unverified | 0 |
| Complex Vehicle Routing with Memory Augmented Neural Networks | Sep 22, 2020 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Crafting Adversarial Examples for Deep Learning Based Prognostics (Extended Version) | Sep 21, 2020 | Deep LearningManagement | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images | Sep 21, 2020 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 |
| Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration | Sep 21, 2020 | Deep LearningImage Registration | CodeCode Available | 0 |
| A Deep Hybrid Model for Recommendation Systems | Sep 21, 2020 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| A Deep Learning Based Analysis-Synthesis Framework For Unison Singing | Sep 21, 2020 | Deep Learning | CodeCode Available | 1 |
| Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective | Sep 20, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Transient Classification in low SNR Gravitational Wave data using Deep Learning | Sep 20, 2020 | AstronomyDeep Learning | —Unverified | 0 |
| TorchDyn: A Neural Differential Equations Library | Sep 20, 2020 | Deep LearningDensity Estimation | —Unverified | 0 |
| UniNet: Next Term Course Recommendation using Deep Learning | Sep 20, 2020 | Collaborative FilteringDeep Learning | CodeCode Available | 0 |
| VirtualFlow: Decoupling Deep Learning Models from the Underlying Hardware | Sep 20, 2020 | Deep Learning | —Unverified | 0 |
| Stochastic Gradient Langevin Dynamics Algorithms with Adaptive Drifts | Sep 20, 2020 | Deep Learning | —Unverified | 0 |
| QR and LQ Decomposition Matrix Backpropagation Algorithms for Square, Wide, and Deep -- Real or Complex -- Matrices and Their Software Implementation | Sep 19, 2020 | Deep LearningGraph Learning | CodeCode Available | 0 |
| TopNet: Topology Preserving Metric Learning for Vessel Tree Reconstruction and Labelling | Sep 18, 2020 | Deep LearningMetric Learning | —Unverified | 0 |
| Deep Learning for 3D Point Cloud Understanding: A Survey | Sep 18, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Automatic deep learning for trend prediction in time series data | Sep 17, 2020 | AutoMLDeep Learning | —Unverified | 0 |
| Review: Deep Learning in Electron Microscopy | Sep 17, 2020 | Deep Learning | —Unverified | 0 |
| Deep Learning & Software Engineering: State of Research and Future Directions | Sep 17, 2020 | Deep Learning | CodeCode Available | 0 |
| A Deep Learning Approach to Geographical Candidate Selection through Toponym Matching | Sep 17, 2020 | Deep LearningEntity Resolution | CodeCode Available | 1 |
| Adversarial Attacks on Co-Occurrence Features for GAN Detection | Sep 16, 2020 | Deep Learning | —Unverified | 0 |
| MSP: An FPGA-Specific Mixed-Scheme, Multi-Precision Deep Neural Network Quantization Framework | Sep 16, 2020 | Deep LearningEdge-computing | —Unverified | 0 |
| Deep Learning in Photoacoustic Tomography: Current approaches and future directions | Sep 16, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text | Sep 16, 2020 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches | Sep 16, 2020 | Code GenerationDeep Learning | CodeCode Available | 0 |
| Creation and Validation of a Chest X-Ray Dataset with Eye-tracking and Report Dictation for AI Development | Sep 15, 2020 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Second-order Neural Network Training Using Complex-step Directional Derivative | Sep 15, 2020 | Deep LearningSecond-order methods | —Unverified | 0 |
| A Mobile App for Wound Localization using Deep Learning | Sep 15, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes | Sep 15, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| CorDEL: A Contrastive Deep Learning Approach for Entity Linkage | Sep 15, 2020 | Deep LearningEntity Resolution | —Unverified | 0 |
| Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework | Sep 14, 2020 | Deep LearningDisease Prediction | —Unverified | 0 |
| VC-Net: Deep Volume-Composition Networks for Segmentation and Visualization of Highly Sparse and Noisy Image Data | Sep 14, 2020 | Deep Learning | —Unverified | 0 |
| Risk Bounds for Robust Deep Learning | Sep 14, 2020 | Deep Learning | —Unverified | 0 |
| Robust Deep Learning Ensemble against Deception | Sep 14, 2020 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Advanced Graph-Based Deep Learning for Probabilistic Type Inference | Sep 13, 2020 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Deep Detection for Face Manipulation | Sep 13, 2020 | Binary ClassificationDeep Learning | —Unverified | 0 |
| A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning | Sep 13, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Interpretation of smartphone-captured radiographs utilizing a deep learning-based approach | Sep 13, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Transfer learning with class-weighted and focal loss function for automatic skin cancer classification | Sep 13, 2020 | Cancer ClassificationDeep Learning | —Unverified | 0 |
| Deep learning denoising for EOG artifacts removal from EEG signals | Sep 12, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Monitoring Spatial Sustainable Development: semi-automated analysis of Satellite and Aerial Images for Energy Transition and Sustainability Indicators | Sep 12, 2020 | Deep Learningobject-detection | CodeCode Available | 0 |
| Deep Learning Interference Cancellation in Wireless Networks | Sep 11, 2020 | Deep LearningReinforcement Learning (RL) | —Unverified | 0 |
| Applications of Deep Neural Networks with Keras | Sep 11, 2020 | Deep LearningTime Series | CodeCode Available | 3 |
| An unsupervised deep learning framework via integrated optimization of representation learning and GMM-based modeling | Sep 11, 2020 | ClusteringDeep Learning | —Unverified | 0 |
| Hierarchical Roofline Performance Analysis for Deep Learning Applications | Sep 11, 2020 | Deep LearningGPU | CodeCode Available | 0 |