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Fecha de publicaciónTítuloAutor(es)
2025ASTELCO : An augmented sparse time series dataset with generative models.Sánchez Laguardia, Manuel; García González, Gastón; Martínez, Emilio; Martínez Tagliafico, Sergio; Fernández, Alicia; Gómez, Gabriel
2024Building a radio community across students, industry and enthusiasts with Capture the Flag.Larroca, Federico; Belcredi, Gonzalo; García Camargo, Romina Belén; García González, Gastón; Inglés, Lucas; Mariño, Camilo; Randall, Martín
2022DC-VAE, Fine-grained anomaly detection in multivariate time-series with dilated convolutions and variational auto encodersGarcía González, Gastón; Martínez Tagliafico, Sergio; Fernández, Alicia; Gómez, Gabriel; Acuña, José; Casas, Pedro
2025Deep generative models for time-series anomaly detection.García González, Gastón
2023Deep generative replay for multivariate time-series monitoring with variational autoencoders.García González, Gastón; Casas, Pedro; Fernández, Alicia
2020Detección de anomalías en series multivariable con modelos generativos.García González, Gastón
2020Detección de anomalías en sistemas de telecomunicaciones mediante métodos de aprendizaje continuoGómez, Gabriel; Fernández, Alicia; Martínez Tagliafico, Sergio; García González, Gastón; Acuña, José; Casas, Pedro
2023Fake it till you detect it : Continual anomaly detection in multivariate time-series using generative AI.García González, Gastón; Casas, Pedro; Fernández, Alicia
2025Gamifying Signals : Communications-themed capture the flag for outreach, engagement, and educationLarroca, Federico; Belcredi, Gonzalo; García Camargo, Romina Belén; García González, Gastón; Inglés, Lucas; Mariño, Camilo; Randall, Martín
2026Generative sparse data augmentation dealing with performance evaluationSánchez Laguardia, Manuel; García González, Gastón; Martínez, Emilio; Martínez Tagliafico, Sergio; Fernández, Alicia; Gómez, Gabriel
2021Indoor localization using graph neural networks.Lezama, Facundo; García González, Gastón; Larroca, Federico; Capdehourat, Germán
2022Mining multivariate time-series for anomaly detection in mobile networks on the usage of variational auto encoders and dilated convolutionsGarcía González, Gastón; Martínez Tagliafico, Sergio; Fernández, Alicia; Gómez, Gabriel; Acuña, José; Mariño, Camilo; Casas, Pedro
2020Net-GAN : Recurrent generative adversarial networks for network anomaly detection in multivariate time-series.García González, Gastón; Casas, Pedro; Fernández, Alicia; Gómez, Gabriel
2020Network anomaly detection with Net-GAN, a generative adversarial network for analysis of multivariate time-series.García González, Gastón; Casas, Pedro; Fernández, Alicia; Gómez, Gabriel
2024On the quest for foundation generative-AI models for anomaly detection in time-series data.García González, Gastón; Casas, Pedro; Martínez, Emilio; Fernández, Alicia
2020On the usage of generative models for network anomaly detection in multivariate time-series.García González, Gastón; Casas, Pedro; Fernández, Alicia; Gómez, Gabriel
2023One model to find them all deep learning for multivariate time-series anomaly detection in mobile network dataGarcía González, Gastón; Martínez Tagliafico, Sergio; Fernández, Alicia; Gómez, Gabriel; Acuña, José; Casas, Pedro
2018Real time anomaly detection in network traffic time seriesMartínez Tagliafico, Sergio; García González, Gastón; Fernández, Alicia; Gómez, Gabriel; Acuña, José
2022Steps towards continual learning in multivariate time-series anomaly detection using variational autoencodersGarcía González, Gastón; Casas, Pedro; Fernández, Alicia; Gómez, Gabriel
2024Timeless foundations : Exploring DC-VAEs as foundation models for time series analysis.García González, Gastón; Casas, Pedro; Martínez, Emilio; Fernández, Alicia
Mostrando resultados 1 a 20 de 21  Siguiente >