Section: Partnerships and Cooperations
MIAI chair - Towards more data efficiency in machine learning
Participants : Julien Mairal, Karteek Alahari, Jakob Verbeek.
Julien Mairal holds a chair of the 3IA MIAI institute. The goal is to improve the data efficiency of machine learning algorithms.
MIAI chair - Towards self-supervised visual learning
Participant : Cordelia Schmid.
Cordelia Schmid holds a chair of the 3IA MIAI institute. The goal is to develop new self-supervised learning methods for computer vision.
MIAI chair - Multiscale, multimodal and multitemporal remote sensing
Participant : Jocelyn Chanussot.
Jocelyn Chanussot holds a chair of the 3IA MIAI institute.
DeCore (Deep Convolutional and Recurrent networks for image, speech, and text)
Participants : Jakob Verbeek, Maha Elbayad.
DeCore is a project-team funded by the Persyval Lab for 3.5 years (september 2016 - February 2020), coordinated by Jakob Verbeek. It unites experts from Grenoble's applied-math and computer science labs LJK, GIPSA-LAB and LIG in the areas of computer vision, machine learning, speech, natural language processing, and information retrieval. The purpose of DeCore is to stimulate collaborative interdisciplinary research on deep learning in the Grenoble area, which is likely to underpin future advances in machine perception (vision, speech, text) over the next decade. It provides funding for two full PhD students. Maha Elbayad is one of them, supervised by Jakob Verbeek and Laurant Besacier (LIG, UGA).
PEPS AMIES AuMalis POLLEN
Participant : Karteek Alahari.
This is a collaborative project with POLLEN, a startup in the Grenoble area, which develops POLLEN Metrology, a software editor specialized in signal processing, hybrid metrology and machine learning for the automatic processing of heterogeneous data. This funding supports a postdoc to accelerate the introduction of artificial intelligence, and in particular computer vision, techniques, into the manufacture of new generation of microprocessors. Karteek Alahari and Valerie Perrier (LJK, UGA) jointly supervise a postdoc as part of this collaboration. This collaboration ended in 2019.