1 code implementation • 26 Jul 2018 • Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery, Byron Boots
Although deep learning has facilitated progress in image understanding, a robot's performance in problems like object recognition often depends on the angle from which the object is observed.
no code implementations • 10 Jul 2017 • Joris Guérin, Olivier Gibaru, Eric Nyiri, Stéphane Thiery
Unlike classification, position labels cannot be assigned manually by humans.
2 code implementations • 6 Jul 2017 • Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri
This paper aims at providing insight on the transferability of deep CNN features to unsupervised problems.
no code implementations • 22 Mar 2017 • Joris Guérin, Olivier Gibaru, Stéphane Thiery, Eric Nyiri
This paper describes a method for clustering data that are spread out over large regions and which dimensions are on different scales of measurement.