Guillaume Richard

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Transfer Learning

Intrusion Detection

Quality Assessment

Domain Adaptation

Top Venues

ACM Trans. Cyber Phys. Syst.

Publications

Juan Jose Garau-Luis, Patrick Bordes, Liam Gonzalez, Masa Roller, Bernardo P. de Almeida, Lorenz Hexemer, Christopher Blum, Stefan Laurent, Jan Grzegorzewski, Maren Lang, Thomas Pierrot, Guillaume Richard
Multi-modal Transfer Learning between Biological Foundation Models. CoRR (2024)
Raphaël Boige, Guillaume Richard, Jérémie Donà, Thomas Pierrot, Antoine Cully
Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces. GECCO (2023)
Valentin Macé, Raphaël Boige, Félix Chalumeau, Thomas Pierrot, Guillaume Richard, Nicolas Perrin-Gilbert
The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers. GECCO (2023)
Raphaël Boige, Yannis Flet-Berliac, Arthur Flajolet, Guillaume Richard, Thomas Pierrot
PASTA: Pretrained Action-State Transformer Agents. CoRR (2023)
Valentin Macé, Raphaël Boige, Félix Chalumeau, Thomas Pierrot, Guillaume Richard, Nicolas Perrin-Gilbert
The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers. CoRR (2023)
Jarul Mehta, Guillaume Richard, Loren Lugosch, Derek Yu, Brett H. Meyer
DT-DS: CAN Intrusion Detection with Decision Tree Ensembles. ACM Trans. Cyber Phys. Syst. 7 (1) (2023)
Raphaël Boige, Guillaume Richard, Jérémie Donà, Thomas Pierrot, Antoine Cully
Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces. CoRR (2023)
Thomas Pierrot, Guillaume Richard, Karim Beguir, Antoine Cully
Multi-objective quality diversity optimization. GECCO (2022)
Thomas Pierrot, Guillaume Richard, Karim Beguir, Antoine Cully
Multi-Objective Quality Diversity Optimization. CoRR (2022)
Antoine de Mathelin, Guillaume Richard, François Deheeger, Mathilde Mougeot, Nicolas Vayatis
Adversarial Weighting for Domain Adaptation in Regression. ICTAI (2021)
Antoine de Mathelin, François Deheeger, Guillaume Richard, Mathilde Mougeot, Nicolas Vayatis
ADAPT : Awesome Domain Adaptation Python Toolbox. CoRR (2021)
Sankalp Gilda, Antoine de Mathelin, Sabine Bellstedt, Guillaume Richard
Unsupervised Domain Adaptation for Constraining Star Formation Histories. CoRR (2021)
Antoine de Mathelin, Guillaume Richard, Mathilde Mougeot, Nicolas Vayatis
Adversarial Weighting for Domain Adaptation in Regression. CoRR (2020)
Guillaume Richard, Benoît Grossin, Guillaume Germaine, Georges Hébrail, Anne de Moliner
Autoencoder-based time series clustering with energy applications. CoRR (2020)
Guillaume Richard, Antoine de Mathelin, Georges Hébrail, Mathilde Mougeot, Nicolas Vayatis
Unsupervised Multi-source Domain Adaptation for Regression. ECML/PKDD (1) (2020)