Frédéric Guyard

According to our database, Frédéric Guyard authored at least 13 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A New Semi-Supervised Classification Method Using a Supervised Autoencoder for Biomedical Applications.

Cyprien Gille, Frédéric Guyard, Michel Barlaud

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Sparse auto-Encoders for Green AI image coding.

Cyprien Gille, Frédéric Guyard, Marc Antonini, Michel Barlaud

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Do deep neural networks contribute to multivariate time series anomaly detection?

Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga

Pattern Recognit., 2022

Semi-supervised classification using a supervised autoencoder for biomedical applications.

Cyprien Gille, Frédéric Guyard, Michel Barlaud

CoRR, 2022

2021

Learning a Sparse Generative Non-Parametric Supervised Autoencoder.

Michel Barlaud, Frédéric Guyard

Proceedings of the IEEE International Conference on Acoustics, 2021

From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information.

Julien Audibert, Sébastien Marti, Frédéric Guyard, Maria A. Zuluaga

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021

2020

USAD: UnSupervised Anomaly Detection on Multivariate Time Series.

Julien Audibert, Pietro Michiardi, Frédéric Guyard, Sébastien Marti, Maria A. Zuluaga

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Learning sparse deep neural networks using efficient structured projections on convex constraints for green AI.

Michel Barlaud, Frédéric Guyard

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2014

Meta-Modeling QoE.

Martín Varela, Lea Skorin-Kapov, Frédéric Guyard, Markus Fiedler

Prax. Inf.verarb. Kommun., 2014

2013

Back to normal? Impact of temporally increasing network disturbances on QoE.

Junaid Shaikh, Markus Fiedler, Pangkaj Chandra Paul, Sebastian Egger, Frédéric Guyard

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2013

2010

Towards real-time anomalies monitoring for QoE indicators.

Frédéric Guyard, Sergio Beker

Ann. des Télécommunications, 2010

2006

Detection and Comparison of RTP and Skype Traffic and Performance.

Jean-Laurent Costeux, Frédéric Guyard, Anne-Marie Bustos

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

1999

Gröbner Bases, Invariant Theory and Equivariant Dynamics.

Karin Gattermann, Frédéric Guyard

J. Symb. Comput., 1999