Thomas Kerdreux

26 papers A* 2A 3C 1Journal 19Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	OceanSAR-2: A Universal Feature Extractor for SAR Ocean Observation. CoRR Alexandre Tuel, Thomas Kerdreux, Quentin Febvre, Alexis Mouche, Antoine Grouazel, Jean-Renaud Miadana, Antoine Audras, Chen Wang, Bertrand Chapron
2025	—	`conf`	Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation. CVPR Workshops Thomas Kerdreux, Alexandre Tuel, Quentin Febvre, Alexis Mouche, Bertrand Chapron
2025	J	`jnl`	Efficient Self-Supervised Learning for Earth Observation via Dynamic Dataset Curation. CoRR Thomas Kerdreux, Alexandre Tuel, Quentin Febvre, Alexis Mouche, Bertrand Chapron
2024	J	`jnl`	Black carbon plumes from gas flaring in North Africa identified from multi-spectral imagery with deep learning. CoRR Alexandre Tuel, Thomas Kerdreux, Louis Thiry
2023	A	`conf`	Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes. AISTATS Elias Samuel Wirth, Thomas Kerdreux, Sebastian Pokutta
2023	J	`jnl`	Autonomous Detection of Methane Emissions in Multispectral Satellite Data Using Deep Learning. CoRR Bertrand Rouet-Leduc, Thomas Kerdreux, Alexandre Tuel, Claudia Hulbert
2023	J	`jnl`	Diffusion Models for Interferometric Satellite Aperture Radar. CoRR Alexandre Tuel, Thomas Kerdreux, Claudia Hulbert, Bertrand Rouet-Leduc
2023	J	`jnl`	Minimally Distorted Structured Adversarial Attacks. Int. J. Comput. Vis. Ehsan Kazemi, Thomas Kerdreux, Liqiang Wang
2023	J	`jnl`	Stable Bounds on the Duality Gap of Separable Nonconvex Optimization Problems. Math. Oper. Res. Thomas Kerdreux, Igor Colin, Alexandre d'Aspremont
2022	J	`jnl`	Restarting Frank-Wolfe: Faster Rates under Hölderian Error Bounds. J. Optim. Theory Appl. Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2021	A*	`conf`	Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets. ICML Thomas Kerdreux, Lewis Liu, Simon Lacoste-Julien, Damien Scieur
2021	J	`jnl`	Efficient Online-Bandit Strategies for Minimax Learning Problems. CoRR Christophe Roux, Elias Samuel Wirth, Sebastian Pokutta, Thomas Kerdreux
2021	J	`jnl`	Generating Structured Adversarial Attacks Using Frank-Wolfe Method. CoRR Ehsan Kazemi, Thomas Kerdreux, Liquang Wang
2021	J	`jnl`	Linear Bandits on Uniformly Convex Sets. CoRR Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta
2021	J	`jnl`	Linear Bandits on Uniformly Convex Sets. J. Mach. Learn. Res. Thomas Kerdreux, Christophe Roux, Alexandre d'Aspremont, Sebastian Pokutta
2021	J	`jnl`	Local and Global Uniform Convexity Conditions. CoRR Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2021	A	`conf`	Projection-Free Optimization on Uniformly Convex Sets. AISTATS Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2020	J	`jnl`	Diptychs of human and machine perceptions. CoRR Vivien Cabannes, Thomas Kerdreux, Louis Thiry
2020	C	`conf`	Interactive Neural Style Transfer with Artists. ICCC Thomas Kerdreux, Louis Thiry, Erwan Kerdreux
2020	J	`jnl`	Interactive Neural Style Transfer with Artists. CoRR Thomas Kerdreux, Louis Thiry, Erwan Kerdreux
2020	J	`jnl`	Trace-Norm Adversarial Examples. CoRR Ehsan Kazemi, Thomas Kerdreux, Liqiang Wang
2019	J	`jnl`	Dialog on a canvas with a machine. CoRR Vivien Cabannes, Thomas Kerdreux, Louis Thiry, Tina Campana, Charly Ferrandes
2019	A	`conf`	Restarting Frank-Wolfe. AISTATS Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta
2018	A*	`conf`	Frank-Wolfe with Subsampling Oracle. ICML Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont
2018	J	`jnl`	Frank-Wolfe with Subsampling Oracle. CoRR Thomas Kerdreux, Fabian Pedregosa, Alexandre d'Aspremont
2018	J	`jnl`	Reconstructing Latent Orderings by Spectral Clustering. CoRR Antoine Recanati, Thomas Kerdreux, Alexandre d'Aspremont