Publications

Academic Involvement

• The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation — CVPR 2025

  While not listed as a co-author, I collaborated on the early development of this research and am acknowledged in the paper for contributing the original idea and providing technical feedback.

Non-Academic Publications

• Deepfake : où en sommes-nous à l’ère de l’IA générative ? — MISC n°138

  This articles focuses on the history of DeepFakes and the current state of the art in real time image manipulation.

• Techniques des injections de prompt — MISC n°134

  In this article I explore the history of the main approaches to prompt injection and I propose a comparative study on different models (top 10 best articles of 2024).

Interviews

• Le modèle Seg2Sat — ATLAS IGN 2024

  A double spread presenting my work on Seg2Sat in the yearly IGN's Atlas.

• L'IA générative au service de nos métiers et nos savoirs — ATLAS IGN 2024

  In this interview I explore the potential of RAGs for text analysis for geographical data.

Blog posts

• I write a semi-technical blog where I discuss the apps I develop and share my thoughts on the AI industry.