Publications

• Tachella, Terris, Hurault, Wang et al. including Scanvic. DeepInverse: A Python package for solving imaging inverse problems with deep learning. Journal of Open Source Software (JOSS), 2025.
• Scanvic, Barthélemy, and Tachella. Translation-Equivariance of Normalization Layers and Aliasing in Convolutional Neural Networks. Workshop on the Theory of AI for Scientific Computing, Conference on Learning Theory (COLT), 2025.
• Bulgakova, Frid, Scanvic. Prefix Palindromic Length of the Sierpinski Word. International Conference on Developments in Language Theory (DLT), 2022.

Pre-prints

• Bolan et al. including Scanvic and Terence Tao. The Equational Theories Project: Advancing Collaborative Mathematical Research at Scale, arXiv:2512.07087, 2025.
• Sechaud, Scanvic (equal contribution), Barthélemy and Tachella. Equivariant Splitting: Self-supervised learning from incomplete data, arXiv:2510.00929, 2025.
• Scanvic, Davies, Abry, and Tachella. Scale-Equivariant Imaging: Self-Supervised Learning for Image Super-Resolution and Deblurring, arXiv:2312.11232, 2025.

Talks

• Equivariance in CNNs: an analysis and design principles, Scanvic, Barthélemy, Tachella, Autumn School on Recent Advances in Machine Learning, Aussois, France, 2025.
• Scale-Equivariant Imaging: Self-Supervised Learning for Image Super-Resolution and Deblurring, Scanvic, Davies, Abry, Tachella, Groupement de Recherche Information, Apprentissage, Signal, Image et Vision (GdR IASIS), INRIA Paris, France, 2025.
• Self-Supervised Learning for Image Super-Resolution and Deblurring, Scanvic, Davies, Abry, Tachella, Institute for Imaging, Data and Communications (IDCoM) Seminar, Edinburgh, United Kingdom, 2024.
• An upper bound for the number of palindromic length profiles of binary words, Frid (Speaker), Scanvic, 18e Journées Montoises d’Informatique Théorique, Prague, Czech Republic, 2022.
• Prefix palindromic length of the Sierpinski word, Frid (Speaker), Bulgakova, Scanvic, 26th International Conference on Developments in Language Theory (DLT), Tampa, Florida, United States, 2022.

Experience

• PhD Candidate, Hirsch, Lyon, France, 2024-2027
• Graduate Research Assistant, École Normale Supérieure de Lyon (LPENSL), 2024
• Graduate Research Assistant, University of Edinburgh (IDCoM), 2023-2024
• Graduate Research Assistant, École Normale Supérieure de Lyon (LPENSL), 2023
• Graduate Research Assistant, Université Aix-Marseille (I2M), 2022
• Undergraduate Research Assistant, Université Aix-Marseille (I2M), 2021

Education

• PhD Candidate, École Normale Supérieure de Lyon, 2024-2027
• Master of Science in Applied Mathematics, École Normale Supérieure de Lyon, 2024
• Master of Science in Applied Mathematics, University Claude-Bernard Lyon 1, 2023
• Bachelor of Science in Mathematics, University of Nantes, 2020