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| RoCNet: 3D Robust Registration of Point-Clouds using Deep Learning | Mar 14, 2023 | Data AugmentationDeep Learning | —Unverified | 0 |
| Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures | Mar 14, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning-based RF Fingerprint Authentication with Chaotic Antenna Arrays | Mar 13, 2023 | Deep Learning | —Unverified | 0 |
| Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision | Mar 13, 2023 | Deep Learning | CodeCode Available | 0 |
| Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network | Mar 13, 2023 | Cancer ClassificationData Augmentation | —Unverified | 0 |
| Meta-learning approaches for few-shot learning: A survey of recent advances | Mar 13, 2023 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| Fractional dynamics foster deep learning of COPD stage prediction | Mar 13, 2023 | Deep LearningPrediction | CodeCode Available | 0 |
| Making Batch Normalization Great in Federated Deep Learning | Mar 12, 2023 | Deep LearningFederated Learning | —Unverified | 0 |
| A Monkey Swing Counting Algorithm Based on Object Detection | Mar 12, 2023 | Deep Learningobject-detection | —Unverified | 0 |
| Machine Learning Enhanced Hankel Dynamic-Mode Decomposition | Mar 11, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Fairness-enhancing deep learning for ride-hailing demand prediction | Mar 10, 2023 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Deep Learning for Predicting Metastasis on Melanoma WSIs | Mar 10, 2023 | Deep LearningPrognosis | —Unverified | 0 |
| TSMixer: An All-MLP Architecture for Time Series Forecasting | Mar 10, 2023 | AllDeep Learning | CodeCode Available | 1 |
| Comparison of Probabilistic Deep Learning Methods for Autism Detection | Mar 9, 2023 | Autism detectionDeep Learning | —Unverified | 0 |
| Robust Millimeter Beamforming via Self-Supervised Hybrid Deep Learning | Mar 9, 2023 | Deep Learning | —Unverified | 0 |
| BaDLAD: A Large Multi-Domain Bengali Document Layout Analysis Dataset | Mar 9, 2023 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Deep Learning-Based Channel Extrapolation for Pattern Reconfigurable Massive MIMO | Mar 8, 2023 | Deep Learning | —Unverified | 0 |
| You Only Crash Once: Improved Object Detection for Real-Time, Sim-to-Real Hazardous Terrain Detection and Classification for Autonomous Planetary Landings | Mar 8, 2023 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| RAF: Holistic Compilation for Deep Learning Model Training | Mar 8, 2023 | Deep LearningGraph Generation | CodeCode Available | 1 |
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| ADELT: Transpilation Between Deep Learning Frameworks | Mar 7, 2023 | Deep Learning | CodeCode Available | 0 |
| Deep hybrid model with satellite imagery: how to combine demand modeling and computer vision for behavior analysis? | Mar 7, 2023 | Deep Learning | —Unverified | 0 |
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| A Comparison of Methods for Neural Network Aggregation | Mar 6, 2023 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Evolutionary Deep Nets for Non-Intrusive Load Monitoring | Mar 6, 2023 | Deep LearningNon-Intrusive Load Monitoring | —Unverified | 0 |
| Judging Adam: Studying the Performance of Optimization Methods on ML4SE Tasks | Mar 6, 2023 | Deep Learning | —Unverified | 0 |
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| Histogram-based Deep Learning for Automotive Radar | Mar 6, 2023 | Deep Learning | —Unverified | 0 |
| A Review of Deep Learning-Powered Mesh Reconstruction Methods | Mar 6, 2023 | 3D Shape ReconstructionDeep Learning | —Unverified | 0 |
| Deep Learning in the Field of Biometric Template Protection: An Overview | Mar 5, 2023 | Deep LearningFairness | —Unverified | 0 |
| Deep-Learning-based Counting Methods, Datasets, and Applications in Agriculture -- A Review | Mar 5, 2023 | Deep LearningObject Counting | —Unverified | 0 |
| Understanding Bugs in Multi-Language Deep Learning Frameworks | Mar 5, 2023 | Deep Learning | —Unverified | 0 |
| Dynamic Deep Learning LES Closures: Online Optimization With Embedded DNS | Mar 4, 2023 | Deep Learning | —Unverified | 0 |
| End-to-End Speech Recognition: A Survey | Mar 3, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multi label classification of Artificial Intelligence related patents using Modified D2SBERT and Sentence Attention mechanism | Mar 3, 2023 | Deep LearningManagement | —Unverified | 0 |
| Causal Deep Learning | Mar 3, 2023 | Deep Learning | —Unverified | 0 |
| Skeletal Point Representations with Geometric Deep Learning | Mar 3, 2023 | Deep Learning | CodeCode Available | 0 |
| Evaluation of Confidence-based Ensembling in Deep Learning Image Classification | Mar 3, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Physics-Informed Deep Learning For Traffic State Estimation: A Survey and the Outlook | Mar 3, 2023 | Deep LearningState Estimation | —Unverified | 0 |
| Uncertainty Estimation by Fisher Information-based Evidential Deep Learning | Mar 3, 2023 | Deep LearningInformativeness | CodeCode Available | 1 |
| Bayesian Deep Learning for Affordance Segmentation in images | Mar 2, 2023 | AttributeDeep Learning | —Unverified | 0 |
| Analyzing Effects of Fake Training Data on the Performance of Deep Learning Systems | Mar 2, 2023 | Deep Learning | —Unverified | 0 |
| Deep Learning based Segmentation of Optical Coherence Tomographic Images of Human Saphenous Varicose Vein | Mar 2, 2023 | Deep LearningSegmentation | —Unverified | 0 |
| Deep Learning Enabled Slow Fluid Antenna Multiple Access | Mar 1, 2023 | Deep Learning | —Unverified | 0 |
| Genetic algorithm-based hyperparameter optimization of deep learning models for PM2.5 time-series prediction | Mar 1, 2023 | Air Pollution PredictionDeep Learning | CodeCode Available | 0 |
| Deep Learning Methods for Small Molecule Drug Discovery: A Survey | Mar 1, 2023 | Deep LearningDrug Discovery | —Unverified | 0 |
| A Deep Learning Perspective on Network Routing | Mar 1, 2023 | Deep LearningStochastic Optimization | —Unverified | 0 |
| Supporting Future Electrical Utilities: Using Deep Learning Methods in EMS and DMS Algorithms | Mar 1, 2023 | Deep Learningenergy management | —Unverified | 0 |
| Edge computing on TPU for brain implant signal analysis | Feb 28, 2023 | Contrastive LearningDeep Learning | CodeCode Available | 0 |