Frédéric Guyard

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 10

Top Topics

Multivariate Time Series

Anomaly Detection

Top Venues

Pattern Recognit.

GLOBECOM Workshops

Publications

Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
Learning Sparse auto-Encoders for Green AI image coding. ICASSP (2023)
Cyprien Gille, Frédéric Guyard, Michel Barlaud
A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications. ICASSP (2023)
Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
Learning sparse auto-encoders for green AI image coding. CoRR (2022)
Cyprien Gille, Frédéric Guyard, Michel Barlaud
Semi-supervised classification using a supervised autoencoder for biomedical applications. CoRR (2022)
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
Do deep neural networks contribute to multivariate time series anomaly detection? Pattern Recognit. 132 (2022)
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection? CoRR (2022)
Michel Barlaud, Frédéric Guyard
Learning a Sparse Generative Non-Parametric Supervised Autoencoder. ICASSP (2021)
Julien Audibert, Sébastien Marti, Frédéric Guyard, Maria A. Zuluaga
From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information. AALTD@ECML/PKDD (2021)
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
USAD: UnSupervised Anomaly Detection on Multivariate Time Series. KDD (2020)
Michel Barlaud, Frédéric Guyard
Learning sparse deep neural networks using efficient structured projections on convex constraints for green AI. ICPR (2020)
Martín Varela, Lea Skorin-Kapov, Frédéric Guyard, Markus Fiedler
Meta-Modeling QoE. Prax. Inf.verarb. Kommun. 37 (4) (2014)
Junaid Shaikh, Markus Fiedler, Pangkaj Chandra Paul, Sebastian Egger, Frédéric Guyard
Back to normal? Impact of temporally increasing network disturbances on QoE. GLOBECOM Workshops (2013)
Frédéric Guyard, Sergio Beker
Towards real-time anomalies monitoring for QoE indicators. Ann. des Télécommunications 65 (1-2) (2010)
Jean-Laurent Costeux, Frédéric Guyard, Anne-Marie Bustos
Detection and Comparison of RTP and Skype Traffic and Performance. GLOBECOM (2006)
Karin Gattermann, Frédéric Guyard
Gröbner Bases, Invariant Theory and Equivariant Dynamics. J. Symb. Comput. 28 (1-2) (1999)