no code implementations • 21 Dec 2023 • Kaouther Messaoud, Kathrin Grosse, Mickael Chen, Matthieu Cord, Patrick Pérez, Alexandre Alahi
In this paper, we focus on backdoors - a security threat acknowledged in other fields but so far overlooked for trajectory prediction.
no code implementations • 14 Dec 2023 • Thibaut Loiseau, Tuan-Hung Vu, Mickael Chen, Patrick Pérez, Matthieu Cord
Assessing the reliability of perception models to covariate shifts and out-of-distribution (OOD) detection is crucial for safety-critical applications such as autonomous vehicles.
1 code implementation • 1 Dec 2023 • Loick Chambon, Eloi Zablocki, Mickael Chen, Florent Bartoccioni, Patrick Perez, Matthieu Cord
To address this, we propose PointBeV, a novel sparse BeV segmentation model operating on sparse BeV cells instead of dense grids.
1 code implementation • 22 Oct 2023 • Victor Besnier, Mickael Chen
We match the reported FID of 7. 32 with our replication and obtain 7. 59 with similar hyperparameters on ImageNet at resolution 512 x 512.