Jean Prost

According to our database, Jean Prost authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Efficient Posterior Sampling for Diverse Super-Resolution with Hierarchical VAE Prior.

Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Plug-and-Play image restoration with Stochastic deNOising REgularization.

Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Image restoration with deep generative models. (Restauration d'images avec des modèles génératifs profonds).

Jean Prost

PhD thesis, 2023

Inverse problem regularization with hierarchical variational autoencoders.

Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis

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

SCOTCH and SODA: A Transformer Video Shadow Detection Framework.

Lihao Liu, Jean Prost, Lei Zhu, Nicolas Papadakis, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Diverse super-resolution with pretrained deep hiererarchical VAEs.

Jean Prost, Antoine Houdard, Nicolas Papadakis, Andrés Almansa

CoRR, 2022

2021

Learning Local Regularization for Variational Image Restoration.

Jean Prost, Antoine Houdard, Andrés Almansa, Nicolas Papadakis

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021