Geometry-Aware Hamiltonian Variational Auto-Encoder. - Clément Chadebec; Clément Mantoux; Stéphanie Allassonnière (CoRR, 2020)

Data Augmentation with Variational Autoencoders and Manifold Sampling. - Clément Chadebec; Stéphanie Allassonnière (DGM4MICCAI/DALI@MICCAI, 2021)

Data Generation in Low Sample Size Setting Using Manifold Sampling and a Geometry-Aware VAE. - Clément Chadebec; Stéphanie Allassonnière (CoRR, 2021)

An Image Feature Mapping Model for Continuous Longitudinal Data Completion and Generation of Synthetic Patient Trajectories. - Clément Chadebec; Evi M. C. Huijben; Josien P. W. Pluim; Stéphanie Allassonnière; Maureen A. J. M. van Eijnatten (DGM4MICCAI@MICCAI, 2022)

A Geometric Perspective on Variational Autoencoders. - Clément Chadebec; Stéphanie Allassonnière (NeurIPS, 2022)

Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case. - Clément Chadebec; Louis J. Vincent; Stéphanie Allassonnière (NeurIPS, 2022)

Variational Inference for Longitudinal Data Using Normalizing Flows. - Clément Chadebec; Stéphanie Allassonnière (CoRR, 2023)

Improving Multimodal Joint Variational Autoencoders through Normalizing Flows and Correlation Analysis. - Agathe Senellart; Clément Chadebec; Stéphanie Allassonnière (CoRR, 2023)

Modeling the latent space of variational autoencoders. (Modélisation et structuration de l'espace latent des auto-encodeurs variationnels). - Clément Chadebec (2023)

Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder. - Clément Chadebec; Elina Thibeau-Sutre; Ninon Burgos; Stéphanie Allassonnière (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Controllable Shadow Generation with Single-Step Diffusion Models from Synthetic Data. - Onur Tasar; Clément Chadebec; Benjamin Aubin (CoRR, 2024)

Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation. - Clément Chadebec; Onur Tasar; Eyal Benaroche; Benjamin Aubin (AAAI, 2025)

LBM: Latent Bridge Matching for Fast Image-to-Image Translation. - Clément Chadebec; Onur Tasar; Sanjeev Sreetharan; Benjamin Aubin (CoRR, 2025)

MultiVae: A Python package for Multimodal Variational Autoencoders on Partial Datasets. - Agathe Senellart; Clément Chadebec; Stéphanie Allassonnière (J. Open Source Softw., 2025)