Thomas Kerdreux

According to our database, Thomas Kerdreux authored at least 21 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation.

Thomas Kerdreux, Alexandre Tuel, Quentin Febvre, Alexis Mouche, Bertrand Chapron

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Black carbon plumes from gas flaring in North Africa identified from multi-spectral imagery with deep learning.

Alexandre Tuel, Thomas Kerdreux, Louis Thiry

CoRR, 2024

2023

Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems.

Thomas Kerdreux, Igor Colin, Alexandre d'Aspremont

Math. Oper. Res., May, 2023

Minimally Distorted Structured Adversarial Attacks.

Ehsan Kazemi, Thomas Kerdreux, Liqiang Wang

Int. J. Comput. Vis., 2023

Diffusion Models for Interferometric Satellite Aperture Radar.

Alexandre Tuel, Thomas Kerdreux, Claudia Hulbert, Bertrand Rouet-Leduc

CoRR, 2023

Autonomous Detection of Methane Emissions in Multispectral Satellite Data Using Deep Learning.

Bertrand Rouet-Leduc, Thomas Kerdreux, Alexandre Tuel, Claudia Hulbert

CoRR, 2023

Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes.

Elias Samuel Wirth, Thomas Kerdreux, Sebastian Pokutta

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Restarting Frank-Wolfe: Faster Rates under Hölderian Error Bounds.

Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta

J. Optim. Theory Appl., 2022

2021

Linear Bandits on Uniformly Convex Sets.

Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta

J. Mach. Learn. Res., 2021

Efficient Online-Bandit Strategies for Minimax Learning Problems.

Christophe Roux, Elias Samuel Wirth, Sebastian Pokutta, Thomas Kerdreux

CoRR, 2021

Generating Structured Adversarial Attacks Using Frank-Wolfe Method.

Ehsan Kazemi, Thomas Kerdreux, Liquang Wang

CoRR, 2021

Local and Global Uniform Convexity Conditions.

Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta

CoRR, 2021

Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets.

Thomas Kerdreux, Lewis Liu, Simon Lacoste-Julien, Damien Scieur

Proceedings of the 38th International Conference on Machine Learning, 2021

Projection-Free Optimization on Uniformly Convex Sets.

Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Diptychs of human and machine perceptions.

Vivien Cabannes, Thomas Kerdreux, Louis Thiry

CoRR, 2020

Trace-Norm Adversarial Examples.

Ehsan Kazemi, Thomas Kerdreux, Liqiang Wang

CoRR, 2020

Interactive Neural Style Transfer with Artists.

Thomas Kerdreux, Louis Thiry, Erwan Kerdreux

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

2019

Dialog on a canvas with a machine.

Vivien Cabannes, Thomas Kerdreux, Louis Thiry, Tina Campana, Charly Ferrandes

CoRR, 2019

Restarting Frank-Wolfe.

Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Reconstructing Latent Orderings by Spectral Clustering.

Antoine Recanati, Thomas Kerdreux, Alexandre d'Aspremont

CoRR, 2018

Frank-Wolfe with Subsampling Oracle.

Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont

Proceedings of the 35th International Conference on Machine Learning, 2018