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A Multi-Dimensional Evaluation of Synthetic Data Generators. IEEE ACCESS. 2022 |
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Survey on Synthetic Data Generation, Evaluation Methods and GANs. MATHEMATICS. 2022 |
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Synthetic Data generation using DCGAN for improved traffic sign recognition. NEURAL COMPUTING & APPLICATIONS. 2022 |
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SYNTHETIC DATA AUGMENTATION USING GAN FOR IMPROVED LIVER LESION CLASSIFICATION. 2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018) |
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GAN-Based Synthetic Data Augmentation for Infrared Small Target Detection. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 2022 |
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A comparative benchmark of classic DNA motif discovery tools on synthetic data. BRIEFINGS IN BIOINFORMATICS . 2021 |
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Fish species identification using a convolutional neural network trained on synthetic data. ICES JOURNAL OF MARINE SCIENCE. 2019 |
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Synthetic data augmentation for surface defect detection and classification using deep learning. JOURNAL OF INTELLIGENT MANUFACTURING. 2022 |
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Fake It Till You Make It: Guidelines for Effective Synthetic Data Generation. APPLIED SCIENCES-BASEL. 2021 |
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Using synthetic data generation to train a cardiac .motion tag tracking neural network. MEDICAL IMAGE ANALYSIS. 2021 |
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Using Synthetic Data to Improve the Reproducibility of Statistical Results in Psychological Research. PSYCHOLOGICAL METHODS. 2022 |
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Improving the quality of predictive models in small data GSDOT: A new algorithm for generating synthetic data. PLOS ONE. 2021 |
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SynthEye: Investigating the Impact of Synthetic Data on Artificial Intelligence-assisted Gene Diagnosis of Inherited Retinal Disease. Ophthalmology science.2023 |
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