About Me
I’m working as a research engineer at Disney in Zurich.
I completed my PhD at Télécom Paris (Institut Polytechnique de Paris) under the supervision of Alasdair Newson, Yann Gousseau, and Andrés Almansa. My PhD was about video inpainting (removing objects in videos) and I am more generally interested in image and video editing, especially ill-posed inverse problems using generative models.
Before that, I worked at Gleamer on bone fracture detection in x-ray images. I graduated from Télécom Paris, and obtained the “Mathématiques, Vision, Apprentissage” (MVA) Master’s degree from ENS Paris-Saclay.
Email: [firstname].[lastname]@outlook.com
GitHub
Resume
News
- 05/25 - Joining Disney in Zurich (again) as a Research Engineer
- 02/25 - Our paper Infusion was accepted at Eurographics. See you in London
- 10/24 - Joining Disney Research|Studios in Zurich for a short research stay
- 08/24 - I will present our work on internal learning for image inpainting at EUSIPCO 2024 in Lyon
- 04/24 - Talk about diffusion models at the Imaging In Paris Seminar [
Slides] - 03/24 - Thesis successfully defended! - [Manuscript] - [
Slides] - 02/24 - Manucript submitted, PhD defense in March
- 06/23 - Talk about diffusion models at EIDOSLAB from Torino - [Slides]
Last posts
Publications
Infusion: Internal Diffusion for Video Inpainting - 2023 (Eurographics)
N. Cherel, A. Almansa, Y. Gousseau, A. Newson
[Preprint] [Website] [Code]
Diffusion-based image inpainting with internal learning - 2024 (EUSIPCO)
N. Cherel, A. Almansa, Y. Gousseau, A. Newson
[Preprint] [Code]
Patch-Based Stochastic Attention for Image Editing - 2023 (CVIU)
N. Cherel, A. Almansa, Y. Gousseau, A. Newson
[Paper] [Preprint] [Code]
A Patch-Based Algorithm for Diverse and High Fidelity Single Image Generation - 2022 (ICIP)
N. Cherel, A. Almansa, Y. Gousseau, A. Newson
[Project] [Preprint] [Paper] [Code]
Assessment of an AI aid in detection of adult appendicular skeletal fractures by emergency physicians and radiologists: a multicenter cross-sectional diagnostic study - 2021 (Radiology)
L. Duron, A. Ducarouge, A. Gillibert, J. Lainé, C. Allouche, N. Cherel, Z. Zhang, N. Nitche, E. Lacave, A. Pourchot, A. Felter, L. Lassalle, N.-E. Regnard, A. Feydy
[Paper]