- Paper 'Infusion: Internal Diffusion for Inpainting of Dynamic Textures and Complex Motion' accepted to Eurographics 2025.
- Paper 'Neural Film Grain Rendering' accepted to Eurographics 2025.
- Paper 'Restyling Unsupervised Concept Based Interpretable Networks with Generative Models' accepted to ICLR 2025.
- Paper 'SINETRA: a Versatile Framework for Evaluating Single Neuron Tracking in Behaving Animals' accepted to ISBI 2025.
Research Experience
- Postdoc researcher with Guillermo Sapiro's team.
- Worked at Paris Descartes (Paris, France) with Julie Delon and Bruno Galerne.
- Assistant professor at Télécom Paris from 2018 to 2023.
- Current position: Lecturer at Sorbonne Université, focusing on deep learning for image processing.
Education
PhD in image and video processing completed in March 2014, supervised by Andres Almansa, Yann Gousseau, and Patrick Perez, with Technicolor and Telecom Paris.
Background
Lecturer (Maître de Conférences, HDR) at Sorbonne Université, working in the MLIA team of the ISIR lab. Research interests include image and video inpainting and restoration, statistical methods in image processing, film restoration, variational methods, and motion estimation.
Miscellany
Current PhD students: Ali Joundi, Jules Ripoll, Raphael Reme. Former PhD students and postdocs: Gwilherm Lesné, Nicolas Cherel, Chi-Hieu Pham, Arthur Ouaknine, Xu Yao. Collaborators: Andrés Almansa, Elsa Angelini, Matthieu Cord, Julie Delon, Noura Faraj, Bruno Galerne, Yann Gousseau, Pierre Hellier, Saïd Ladjal, Thibault Lagache, Patrick Pérez, Qiang Qiu, Guillermo Sapiro, Pablo Sprechmann, Mariano Tepper, Yann Traonmilin, Florence Tupin.