Adrien Le-Coz

According to our database, Adrien Le-Coz authored at least 4 papers between 2020 and 2024.

Collaborative distances:

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

2024

Explaining an image classifier with a generative model conditioned by uncertainty.

Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed

CoRR, 2024

Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models.

Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Leveraging generative models to characterize the failure conditions of image classifiers.

Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

2020

Towards Optimal District Heating Temperature Control in China with Deep Reinforcement Learning.

Adrien Le-Coz, Tahar Nabil, François Courtot

CoRR, 2020