Clément Chadebec

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Image Generation

Variational Inference

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

DGM4MICCAI/DALI@MICCAI

Publications

Clément Chadebec, Onur Tasar, Eyal Benaroche, Benjamin Aubin
Flash Diffusion: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation. CoRR (2024)
Agathe Senellart, Clément Chadebec, Stéphanie Allassonnière
Improving Multimodal Joint Variational Autoencoders through Normalizing Flows and Correlation Analysis. CoRR (2023)
Clément Chadebec, Elina Thibeau-Sutre, Ninon Burgos, Stéphanie Allassonnière
Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Clément Chadebec, Stéphanie Allassonnière
Variational Inference for Longitudinal Data Using Normalizing Flows. CoRR (2023)
Clément Chadebec, Stéphanie Allassonnière
A Geometric Perspective on Variational Autoencoders. NeurIPS (2022)
Clément Chadebec, Louis J. Vincent, Stéphanie Allassonnière
Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case. CoRR (2022)
Clément Chadebec, Evi M. C. Huijben, Josien P. W. Pluim, Stéphanie Allassonnière, Maureen A. J. M. van Eijnatten
An Image Feature Mapping Model for Continuous Longitudinal Data Completion and Generation of Synthetic Patient Trajectories. DGM4MICCAI@MICCAI (2022)
Clément Chadebec, Stéphanie Allassonnière
A Geometric Perspective on Variational Autoencoders. CoRR (2022)
Clément Chadebec, Louis J. Vincent, Stéphanie Allassonnière
Pythae: Unifying Generative Autoencoders in Python - A Benchmarking Use Case. NeurIPS (2022)
Clément Chadebec, Stéphanie Allassonnière
Data Generation in Low Sample Size Setting Using Manifold Sampling and a Geometry-Aware VAE. CoRR (2021)
Clément Chadebec, Elina Thibeau-Sutre, Ninon Burgos, Stéphanie Allassonnière
Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder. CoRR (2021)
Clément Chadebec, Stéphanie Allassonnière
Data Augmentation with Variational Autoencoders and Manifold Sampling. DGM4MICCAI/DALI@MICCAI (2021)
Clément Chadebec, Clément Mantoux, Stéphanie Allassonnière
Geometry-Aware Hamiltonian Variational Auto-Encoder. CoRR (2020)