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| A Robust Deep Learning System for Motor Bearing Fault Detection: Leveraging Multiple Learning Strategies and a Novel Double Loss Function | Oct 17, 2023 | Deep LearningFault Detection | —Unverified | 0 |
| Deep Learning based Spatially Dependent Acoustical Properties Recovery | Oct 17, 2023 | Deep Learning | —Unverified | 0 |
| Smart City Transportation: Deep Learning Ensemble Approach for Traffic Accident Detection | Oct 16, 2023 | Deep LearningManagement | —Unverified | 0 |
| Deep learning applied to EEG data with different montages using spatial attention | Oct 16, 2023 | Deep LearningEEG | CodeCode Available | 0 |
| Deep Learning Algorithm for Advanced Level-3 Inverse-Modeling of Silicon-Carbide Power MOSFET Devices | Oct 16, 2023 | Deep Learning | —Unverified | 0 |
| FLrce: Resource-Efficient Federated Learning with Early-Stopping Strategy | Oct 15, 2023 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Score-Based Methods for Discrete Optimization in Deep Learning | Oct 15, 2023 | Deep Learning | —Unverified | 0 |
| Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review | Oct 13, 2023 | Deep LearningText Summarization | —Unverified | 0 |
| It's an Alignment, Not a Trade-off: Revisiting Bias and Variance in Deep Models | Oct 13, 2023 | Deep Learning | —Unverified | 0 |
| Adam-family Methods with Decoupled Weight Decay in Deep Learning | Oct 13, 2023 | Deep Learning | —Unverified | 0 |
| A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy | Oct 12, 2023 | Deep Learning | —Unverified | 0 |
| Towards Causal Deep Learning for Vulnerability Detection | Oct 12, 2023 | Deep LearningVulnerability Detection | —Unverified | 0 |
| Designing Observables for Measurements with Deep Learning | Oct 12, 2023 | Deep Learning | CodeCode Available | 0 |
| BrainVoxGen: Deep learning framework for synthesis of Ultrasound to MRI | Oct 11, 2023 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Growing ecosystem of deep learning methods for modeling proteinx2013protein interactions | Oct 10, 2023 | Deep LearningDiversity | —Unverified | 0 |
| Watt For What: Rethinking Deep Learning's Energy-Performance Relationship | Oct 10, 2023 | Deep Learning | —Unverified | 0 |
| Deep Learning: A Tutorial | Oct 10, 2023 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Data efficient deep learning for medical image analysis: A survey | Oct 10, 2023 | Active LearningDeep Learning | —Unverified | 0 |
| Large-Scale OD Matrix Estimation with A Deep Learning Method | Oct 9, 2023 | Deep Learning | —Unverified | 0 |
| Serving Deep Learning Model in Relational Databases | Oct 7, 2023 | Deep LearningManagement | —Unverified | 0 |
| Certification of Deep Learning Models for Medical Image Segmentation | Oct 5, 2023 | Deep LearningDenoising | CodeCode Available | 0 |
| Uncertainty quantification for deep learning-based schemes for solving high-dimensional backward stochastic differential equations | Oct 5, 2023 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| GENER: A Parallel Layer Deep Learning Network To Detect Gene-Gene Interactions From Gene Expression Data | Oct 5, 2023 | Deep Learning | CodeCode Available | 0 |
| Euclid: Identification of asteroid streaks in simulated images using deep learning | Oct 5, 2023 | Deep Learning | —Unverified | 0 |
| Sparse Deep Learning for Time Series Data: Theory and Applications | Oct 5, 2023 | Deep LearningModel Compression | —Unverified | 0 |
| Multispectral Imaging with Fresnel Lens | Oct 5, 2023 | Deep LearningSpectral Reconstruction | —Unverified | 0 |
| Enhancing Accuracy in Deep Learning Using Random Matrix Theory | Oct 4, 2023 | Deep Learning | —Unverified | 0 |
| Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing | Oct 3, 2023 | Deep LearningDisentanglement | CodeCode Available | 0 |
| OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation | Oct 3, 2023 | Deep LearningGPU | —Unverified | 0 |
| Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment | Oct 3, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 |
| A peridynamic-informed deep learning model for brittle damage prediction | Oct 2, 2023 | Deep Learning | —Unverified | 0 |
| Deep Learning in Computational Biology: Advancements, Challenges, and Future Outlook | Oct 2, 2023 | Deep LearningDrug Discovery | —Unverified | 0 |
| Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods | Oct 2, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Predicting emergence of crystals from amorphous matter with deep learning | Oct 2, 2023 | Deep Learning | —Unverified | 0 |
| Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models | Oct 2, 2023 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning | Oct 2, 2023 | Deep Learning | —Unverified | 0 |
| Modularity in Deep Learning: A Survey | Oct 2, 2023 | Deep LearningSurvey | —Unverified | 0 |
| RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches | Oct 2, 2023 | Deep LearningVideo Generation | —Unverified | 0 |
| Data Efficient Training of a U-Net Based Architecture for Structured Documents Localization | Oct 2, 2023 | DecoderDeep Learning | —Unverified | 0 |
| Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning | Oct 1, 2023 | Deep Learningfeature selection | CodeCode Available | 0 |
| A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks | Oct 1, 2023 | Deep Learning | —Unverified | 0 |
| Review of deep learning in healthcare | Oct 1, 2023 | Deep Learning | —Unverified | 0 |
| AI-Dentify: Deep learning for proximal caries detection on bitewing x-ray -- HUNT4 Oral Health Study | Sep 30, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| DURENDAL: Graph deep learning framework for temporal heterogeneous networks | Sep 30, 2023 | Deep LearningGraph Learning | —Unverified | 0 |
| A Survey on Deep Learning Techniques for Action Anticipation | Sep 29, 2023 | Action AnticipationAutonomous Driving | —Unverified | 0 |
| Deep Learning Based Uplink Multi-User SIMO Beamforming Design | Sep 28, 2023 | Deep LearningManagement | —Unverified | 0 |
| Deep Learning based Systems for Crater Detection: A Review | Sep 28, 2023 | Age EstimationDeep Learning | —Unverified | 0 |
| Uncertainty Quantification for Eosinophil Segmentation | Sep 28, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Novel Deep Learning Pipeline for Automatic Weapon Detection | Sep 28, 2023 | Deep LearningSpecificity | —Unverified | 0 |