Adrien Courtois

According to our database, Adrien Courtois authored at least 6 papers between 2022 and 2023.

Collaborative distances:

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

2023

An in-depth study of the deep learning pipeline. (Une étude en profondeur de l'apprentissage profond).

Adrien Courtois

PhD thesis, 2023

SING: A Plug-and-Play DNN Learning Technique.

Adrien Courtois, Damien Scieur, Jean-Michel Morel, Pablo Arias, Thomas Eboli

CoRR, 2023

Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information.

Ahmed Ben Saad, Kristina Prokopetc, Josselin Kherroubi, Axel Davy, Adrien Courtois, Gabriele Facciolo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Video joint denoising and demosaicing with recurrent CNNs.

Valéry Dewil, Adrien Courtois, Mariano Rodríguez, Thibaud Ehret, Nicola Brandonisio, Denis Bujoreanu, Gabriele Facciolo, Pablo Arias

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Can neural networks extrapolate? Discussion of a theorem by Pedro Domingos.

Adrien Courtois, Jean-Michel Morel, Pablo Arias

CoRR, 2022

Investigating Neural Architectures by Synthetic Dataset Design.

Adrien Courtois, Jean-Michel Morel, Pablo Arias

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022