Marien Renaud

According to our database, Marien Renaud authored at least 7 papers between 2024 and 2025.

Collaborative distances:

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

2025

From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling.

Marien Renaud, Valentin De Bortoli, Arthur Leclaire, Nicolas Papadakis

CoRR, May, 2025

Audio signal interpolation using optimal transportation of spectrograms.

David Valdivia, Marien Renaud, Elsa Cazelles, Cédric Févotte

Proceedings of the IEEE Statistical Signal Processing Workshop, 2025

Equivariant Denoisers for Image Restoration.

Marien Renaud, Arthur Leclaire, Nicolas Papadakis

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2025

Convergence Analysis of a Proximal Stochastic Denoising Regularization Algorithm.

Marien Renaud, Julien Hermant, Nicolas Papadakis

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2025

Gradient correlation is a key ingredient to accelerate SGD with momentum.

Julien Hermant, Marien Renaud, Jean-François Aujol, Charles Dossal, Aude Rondepierre

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models.

Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andrés Almansa, Ulugbek Kamilov

Proceedings of the Twelfth International Conference on Learning Representations, 2024