Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"Synthetic dataset generation"”.
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Data curation for foundation model training
… we will examine ways to increase the quality of datasets in image-text and language domains, with a focus on dataset curation and filtering. Given the amount of readily available data on the web, these techniques can be reliably applied as methods to increase the downstream performance of models, …
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Information and generative deep learning with applications to medical time-series
… including artefact detection, imputation and synthetic dataset generation. The latter is especially important in the future of critical care research, because of the inherent challenges in publishing clinical datasets. However, I showed that that there are many obstacles that must be addressed …
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User behavior pattern based security provisioning for distributed systems
… evaluate the proposed approach, a behavior-based dataset generator is developed to simulate audit logs containing designed user behavior patterns. Moreover, two real world datasets collected from distributed medical imaging systems and public cloud services are respectively applied to test the …