papers

I defended my PhD in Computer Vision on 23 February 2026 at Sorbonne University and Valeo.ai, supervised by Matthieu Cord, Alexandre Boulch, and Eloi Zablocki.

My research focused on Vision Foundation Models and perception for autonomous driving, with a particular interest in feature upsampling, high-resolution visual representations, scalable 3D scene understanding, and efficient perception models for real-world applications.