Cédric Rommel

According to our database, Cédric Rommel authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

2024

PAFUSE: Part-based Diffusion for 3D Whole-Body Pose Estimation.

Nermin Samet, Cédric Rommel, David Picard, Eduardo Valle

CoRR, 2024

Winner-takes-all learners are geometry-aware conditional density estimators.

Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez

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

2023

ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation.

Cédric Rommel, Victor Letzelter, Nermin Samet, Renaud Marlet, Matthieu Cord, Patrick Pérez, Eduardo Valle

CoRR, 2023

Evaluating the structure of cognitive tasks with transfer learning.

Bruno Aristimunha, Raphael Y. de Camargo, Walter Hugo Lopez Pinaya, Sylvain Chevallier, Alexandre Gramfort, Cédric Rommel

CoRR, 2023

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion.

Cédric Rommel, Eduardo Valle, Mickaël Chen, Souhaiel Khalfaoui, Renaud Marlet, Matthieu Cord, Patrick Pérez

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

2022

Data augmentation for learning predictive models on EEG: a systematic comparison.

Cédric Rommel, Joseph Paillard, Thomas Moreau, Alexandre Gramfort

CoRR, 2022

Deep invariant networks with differentiable augmentation layers.

Cédric Rommel, Thomas Moreau, Alexandre Gramfort

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals.

Cédric Rommel, Thomas Moreau, Joseph Paillard, Alexandre Gramfort

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals.

Cédric Rommel, Thomas Moreau, Alexandre Gramfort

CoRR, 2021