Frédéric Guyard

17 papers A* 1B 3Misc 3Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Frugal AI: Introduction, Concepts, Development and Open Questions.
SIGKDD Explor.
Ludovic Arga, François Bélorgey, Arnaud Braud, Romain Carbou, Nathalie Charbonniaud, Catherine Colomes, Lionel Delphin-Poulat, David Excoffier, Christel Fauché, Thomas George, Frédéric Guyard, Thomas Hassan, Quentin Lampin, Vincent Lemaire, Pierre Nodet, Pawel Piotrowski, Krzysztof Sapiejewski, Emilie Sirvent-Hien, Tamara Tosic
2024 B conf
Signal quality detection in mobile network based on synthetic vehicle location data generation using generative adversial neural networks.
IWCMC
Sara Kassan, Bechir Mnakri, Thierry Nagellen, Frédéric Guyard, Tamara Tosic
2023 Misc conf
A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications.
ICASSP
Cyprien Gille, Frédéric Guyard, Michel Barlaud
2023 Misc conf
Learning Sparse auto-Encoders for Green AI image coding.
ICASSP
Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
2022 J jnl
Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection?
CoRR
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
2022 J jnl
Do deep neural networks contribute to multivariate time series anomaly detection?
Pattern Recognit.
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
2022 J jnl
Learning sparse auto-encoders for green AI image coding.
CoRR
Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud
2022 J jnl
Semi-supervised classification using a supervised autoencoder for biomedical applications.
CoRR
Cyprien Gille, Frédéric Guyard, Michel Barlaud
2021 — conf
From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information.
AALTD@ECML/PKDD
Julien Audibert, Sébastien Marti, Frédéric Guyard, Maria A. Zuluaga
2021 Misc conf
Learning a Sparse Generative Non-Parametric Supervised Autoencoder.
ICASSP
Michel Barlaud, Frédéric Guyard
2020 B conf
Learning sparse deep neural networks using efficient structured projections on convex constraints for green AI.
ICPR
Michel Barlaud, Frédéric Guyard
2020 A* conf
USAD: UnSupervised Anomaly Detection on Multivariate Time Series.
KDD
Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga
2014 J jnl
Meta-Modeling QoE.
Prax. Inf.verarb. Kommun.
Martín Varela, Lea Skorin-Kapov, Frédéric Guyard, Markus Fiedler
2013 — conf
Back to normal? Impact of temporally increasing network disturbances on QoE.
GLOBECOM Workshops
Junaid Shaikh, Markus Fiedler, Pangkaj Chandra Paul, Sebastian Egger, Frédéric Guyard
2010 J jnl
Towards real-time anomalies monitoring for QoE indicators.
Ann. des Télécommunications
Frédéric Guyard, Sergio Beker
2006 B conf
Detection and Comparison of RTP and Skype Traffic and Performance.
GLOBECOM
Jean-Laurent Costeux, Frédéric Guyard, Anne-Marie Bustos
1999 J jnl
Gröbner Bases, Invariant Theory and Equivariant Dynamics.
J. Symb. Comput.
Karin Gattermann, Frédéric Guyard