About Me
I’m currently unemployed and looking for research / postdoc positions in image / videos generation or editing. I completed my PhD at Télécom Paris (Institut Polytechnique de Paris) under the supervision of Alasdair Newson, Yann Gousseau, and Andrés Almansa. My research interests are video / image editing, data generation, deep learning, and computer vision. 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
- 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]
- 02/23 - Talk about Patches and attention at the Imaging In Paris Seminar - [Slides]
- 02/23 - Talk about Patches at GREYC lab - [Slides]
- 06/22 - I joined Adobe for a summer internship
Publications
Infusion: Internal Diffusion for Video Inpainting - 2023 (to appear in 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]