Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models

Research article (Sensors, 2022) · cited 29× · AI/ML
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Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models

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Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models. Retrieved May 24, 2026, from https://4ort.xyz/entity/distributed-raman-spectrum-data-augmentation-system-using-federated-learning-with-deep-generative-models
MLA “Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/distributed-raman-spectrum-data-augmentation-system-using-federated-learning-with-deep-generative-models.
BibTeX @misc{4ortxyz_distributed-raman-spectrum-data-augmentation-system-using-federated-learning-with-deep-generative-models_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models}}, year = {2026}, url = {https://4ort.xyz/entity/distributed-raman-spectrum-data-augmentation-system-using-federated-learning-with-deep-generative-models}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models — https://4ort.xyz/entity/distributed-raman-spectrum-data-augmentation-system-using-federated-learning-with-deep-generative-models (retrieved 2026-05-24)

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