CORD Matthieu

Professor

[email protected]

https://www.isir.upmc.fr/?lang=en

Institut des Systèmes Intelligents et de Robotique ISIR (UMR 7222)

Expertise

Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.

Communities

Digital Humanities
Health, Medicine & Biology
Mathematics, Computer Science & Robotics

Skills

Artificial vision, Data analysis, Data fusion, Deep learning, Generative models, Machine learning, Pattern recognition, Self driving vehicles, Statistical learning

Activities

Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.

Awards

Selection in 2020 of the AI chair VISA-DEEP: Towards visual reasoning in deep learning (selected as a chair of research and teaching in artificial intelligence in the National French Government program on AI)

IUF honorary member (Promo Junior 2009)
Best paper award at the IEEE International Conference on Image Processing (ICIP), 2018
Best PhD thesis (AFRIF) for my PhD student Thibaut Durand (2017)
Best paper award at the British Machine Vision Conference (BMVC), 2017
Laureate of a AI research chair, UNICAMP, state of San Paulo, Brazil, 2016
Best PhD thesis award (AFIA) for my student Marc Law, 2016
Best PhD thesis award (SIBGRAPI) for my student Rodrigo Minetto, 2013

Selected publications

- FlexIT: Towards Flexible Semantic Image TranslationG Couairon, A Grechka, J Verbeek, H Schwenk, M Cord CVPR (2022)

- Training data-efficient image transformers & distillation through attentionH Touvron, M Cord, M Douze, F Massa, A Sablayrolles, H Jégou ICML, (2021)

- S. Gidaris, A. Bursuc, N. Komodakis, P. Pérez, M. Cord. Learning Representations by Predicting Bags of Visual Words. CVPR (2020).

- A. Dapogny, M. Cord, P. Perez. The Missing Data Encoder: Cross-Channel Image Completion with Hide-And-Seek Adversarial Network. AAAI (2020).

- R. Cadene, C. Dancette, H. Ben-Younes, M. Cord, D. Parikh. RUBi: Reducing Unimodal Biases in Visual Question Answering. NeurIPS (2019).

International collaborations

Simon Fraser University (Canada), Vector Institute (Canada), University of Campinas (Brazil), European partners

Industrial collaborations

Thales, Meta AI, Heuritech, Meero, Valeo