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22 results on '"Synthetic data generation"'

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1. TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification : Leveraging Epistemic Uncertainty to Improve Model Performance

2. Explainable Generative Attention Mechanisms for Chest X-Ray Medical Image Synthesis and Diagnosis of Pediatric Pneumonia

4. Evaluation of a Fintech Sales Synthetic Data Generation Model Using a Generative Adversarial Network

5. Investigation of an Integrated Synthetic Dataset Generation Workflow for Computer Vision Applications

6. Enhancing Object Detection Performance for Small Objects Through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios

7. Insights in Data Generation: A Synthetic Data Approach for Enabling Small Datasets in Atrial Fibrillation Research

8. Securing Smart Vehicles Through Federated Learning

10. Exploring Synthetic Noise Algorithms for Real-World Similar Data Generation: A Case Study on Digitally Twining Hybrid Turbo-Shaft Engines in UAV/UAS Applications

11. Analyzing the Effects of Different 3D-Model Acquisition Methods for Synthetic AI Training Data Generation and the Domain Gap

12. Privacy-Preserving Medical Data Generation Using Adversarial Learning

13. I Can’t Believe It’s Not Better: In-air Movement for Alzheimer Handwriting Synthetic Generation

14. GenFair: A Genetic Fairness-Enhancing Data Generation Framework

15. Workflow Characterization of a Big Data System Model for Healthcare Through Multiformalism

16. Enhancing Synthetic Test Data Generation with Language Models Using a More Expressive Domain-Specific Language

17. Differentially Private Copulas, DAG and Hybrid Methods: A Comprehensive Data Utility Study

18. Domain-Compatible Synthetic Data Generation for Emergency Vehicle Detection

19. Synthetic Data Generation on Dynamic Industrial Environment for Object Detection, Tracking, and Segmentation CNNs

20. CB-GAN: Generate Sensitive Data with a Convolutional Bidirectional Generative Adversarial Networks

21. Clinical Synthetic Data Generation to Predict and Identify Risk Factors for Cardiovascular Diseases

22. k-SALSA: k-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment

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