Matthieu CORD

ISIR
...
  • Professor
  • ISIR - Institut des Systèmes Intelligents et de Robotique
  • https://www.isir.upmc.fr/?lang=en
  • Communities
    Digital Humanities
    Health, Medicine & Biology
    Mathematics, Computer Science & Robotics
  • Expertise
    Artificial vision
    Data analysis
    Data fusion
    Deep learning
    Generative models
    Machine learning
    Pattern recognition
    Self driving vehicles
    Statistical learning

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