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Cédric Rommel
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Year
Data augmentation for learning predictive models on EEG: a systematic comparison
C Rommel, J Paillard, T Moreau, A Gramfort
Journal of Neural Engineering 19 (6), 066020, 2022
372022
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals
C Rommel, T Moreau, J Paillard, A Gramfort
International Conference on Learning Representations (ICLR), 2022
332022
Aircraft Dynamics Identification for Optimal Control
C Rommel, F Bonnans, B Gregorutti, P Martinon
7th European Conference for Aeronautics and Space Sciences, 2017
9*2017
DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion
C Rommel, E Valle, M Chen, S Khalfaoui, R Marlet, M Cord, P Pérez
International Conference on Computer Vision - Analysis and Modelling of …, 2023
82023
Deep invariant networks with differentiable augmentation layers
C Rommel, T Moreau, A Gramfort
Advances in Neural Information Processing Systems (NeurIPS), 2022
82022
Gaussian Mixture Penalty for Trajectory Optimization Problems
C Rommel, F Bonnans, P Martinon, B Gregorutti
Journal of Guidance, Control, and Dynamics 42 (8), 1857--1862, 2018
62018
Evaluating the structure of cognitive tasks with transfer learning
B Aristimunha, RY de Camargo, WHL Pinaya, S Chevallier, A Gramfort, ...
arXiv preprint arXiv:2308.02408, 2023
32023
Quantifying the Closeness to a Set of Random Curves via the Mean Marginal Likelihood
C Rommel, F Bonnans, B Gregorutti, P Martinon
32018
Block sparse linear models for learning structured dynamical systems in aeronautics
C Rommel, JF Bonnans, B Gregorutti, P Martinon
32018
Exploration de donnees pour l’optimisation de trajectoires aeriennes
C Rommel, F Bonnans, P Martinon, B Gregorutti
Mathématiques, Oxygène du numérique, 2016
12016
Winner-takes-all learners are geometry-aware conditional density estimators
V Letzelter, D Perera, C Rommel, M Fontaine, S Essid, G Richard, ...
International Conference on Machine Learning, 2024
2024
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
C Rommel, V Letzelter, N Samet, R Marlet, M Cord, P Pérez, E Valle
arXiv preprint arXiv:2312.06386, 2023
2023
Structured Feature Selection of Continuous Dynamical Systems for Aircraft Dynamics Identification
C Rommel, F Bonnans, B Gregorutti, P Martinon
2018
Data analysis for aircraft trajectory optimization
C Rommel
Université Paris-Saclay, 2018
2018
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