Mohammad Fahes

PhD Student

Inria, Paris

Bio

I am a third-year PhD student at Inria, advised by Raoul de Charette, Tuan-Hung Vu, Andrei Bursuc and Patrick Pérez. I'm interested in transfer learning and machine learning in general. 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

Domain Adaptation with a Single Vision-Language Embedding

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

Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia

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

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]


Academic Service

Reviewer for CVPR'24, ECCV'24 (Outstanding Reviewer), ICLR'25.