Mohammad Fahes

PhD Student

Inria, Astra-vision, Paris

Bio

I am a second-year PhD student at Astra-vision, a joint group between Inria and valeo.ai. I'm currently working on label and data-efficient 2d scene understanding in different conditions, under the supervision of Raoul de Charette, Tuan-Hung Vu , Andrei Bursuc and Patrick Pérez. I received an MSc degree in Mathematics, Vision and Learning from ENS Paris-Saclay, an engineering degree from Mines Paris, and a mechanical engineering degree from Lebanese University.


Publications & Preprints

A Simple Recipe for Language-guided Domain Generalized Segmentation

Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
CVPR 2024 [paper,code]

PØDA: Prompt-driven Zero-shot Domain Adaptation

Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette
ICCV 2023 [paper,code]

Unrolling PALM for Sparse Semi-Blind Source Separation

Mohammad Fahes, Christophe Kervazo, Jérôme Bobin, Florence Tupin
ICLR 2022 [paper,code]