Stéphane Lathuilière (original) (raw)

I am a research scientist in the RobotLearn team at Inria Grenoble. My research interests include machine learning for computer vision problems (e.g., adaptation of foundation models, continual learning), generative models for image and video generation, and multimodal learning. I have published papers in the most prestigious computer vision conferences (CVPR, ICCV, ECCV, NeurIPS) and top journals (T-PAMI). I have collaborated with numerous academic and industry leaders, including Snapchat, Meta, and Atos.

Until December 2024, I was an associate professor (maître de conférence) at Telecom Paris, France, where I led the multimedia research team. Previously, I was a post-doctoral fellow at the University of Trento in the Multimedia and Human Understanding Group, led by Prof. Nicu Sebe and Prof. Elisa Ricci. I worked towards my Ph.D. in mathematics and computer science in the Perception Team at Inria under the supervision of Dr. Radu Horaud, and obtained it from Université Grenoble Alpes (France) in 2018.

Last news

• I am recruiting interns, PhD students, postdocs, and an engineer at Inria Grenoble to work on image and video generation. More details will come soon but you can already fill out my application form if you’re interested!
• 2 papers accepted at ECCV 2024 with oral presentations on Continual learning with weight averaging and Privacy-Preserving ReId.
• 1 paper accepted at CVPR 2024 on Collaborating Foundation models for Domain Generalized Semantic Segmentation
• 2 papers accepted at WACV 2024 on efficient VIT adaptation and the adaptation of Re-ID models with privacy-preserving constraints
• 2 Papers accepted at ICCV 2023 on Zero-shot semantic image synthesis and domain adaptation with vision-language models
• 1 Paper accepted at CVPR 2023 on Few-shot semantic image synthesis + 2 workshop

Application

If you’re interested in working with me as a student, postdoc, or engineer, fill out my application form. I may have open positions available, even if they are not publicly advertised. I’ll do my best to come back to you shortly.

Team

• Yasser Benigmim, PhD student co-advised with S. Essid and V. Kalogeiton
• Hamza Rami, PhD student at Atos co-advised with M.Ospici
• Marlène Careil, PhD student at Facebook AI Research co-advised with J. Verbeek and C. Couprie
• Marcelin Tworski, PhD student at DxOMark, co-advised with M. Cagnazzo
• Goluck Konuko, PhD student co-advised with G. Valenzise
• Willi Menapace, PhD student at University of Trento, co-advised with E. Ricci

Contact

655 Av. de l’Europe, 38330 Montbonnot-Saint-Martin
Office H118

Publications

Full and updated list available on Google Scholar.