Motion-DVAE: Unsupervised learning for fast human motion denoising. - Guénolé Fiche; Simon Leglaive; Xavier Alameda-Pineda; Renaud Séguier (MIG, 2023)

SwimXYZ: A large-scale dataset of synthetic swimming motions and videos. - Guénolé Fiche; Vincent Sevestre; Camila Gonzalez-Barral; Simon Leglaive; Renaud Séguier (MIG, 2023)

VQ-HPS: Human Pose and Shape Estimation in a Vector-Quantized Latent Space. - Guénolé Fiche; Simon Leglaive; Xavier Alameda-Pineda; Antonio Agudo; Francesc Moreno-Noguer (ECCV (52), 2024)

Apprentissage de représentations latentes pour l'estimation de maillage humain. (Learned Latent Representations for Human Mesh Recovery). - Guénolé Fiche (2024)

MEGA: Masked Generative Autoencoder for Human Mesh Recovery. - Guénolé Fiche; Simon Leglaive; Xavier Alameda-Pineda; Francesc Moreno-Noguer (CVPR, 2025)