1 code implementation • 17 Nov 2023 • Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso
While HDMaps are a crucial component of autonomous driving, they are expensive to acquire and maintain.
no code implementations • 20 May 2022 • Rémy Sun, Clément Masson, Gilles Hénaff, Nicolas Thome, Matthieu Cord
Deep architecture have proven capable of solving many tasks provided a sufficient amount of labeled data.
no code implementations • 20 May 2022 • Rémy Sun, Alexandre Ramé, Clément Masson, Nicolas Thome, Matthieu Cord
To solve this issue, we propose a novel unmixing step in MIMO architectures that allows subnetworks to properly share features.
no code implementations • 1 Apr 2020 • Michel Besserve, Rémy Sun, Dominik Janzing, Bernhard Schölkopf
Generative models can be trained to emulate complex empirical data, but are they useful to make predictions in the context of previously unobserved environments?
no code implementations • ICLR 2020 • Michel Besserve, Arash Mehrjou, Rémy Sun, Bernhard Schölkopf
Deep generative models can emulate the perceptual properties of complex image datasets, providing a latent representation of the data.
1 code implementation • 11 Apr 2018 • Rémy Sun, Christoph H. Lampert
Computer vision systems for automatic image categorization have become accurate and reliable enough that they can run continuously for days or even years as components of real-world commercial applications.