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.
no code implementations • 18 Jul 2022 • Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot
To address this issue, we build upon the recent ObsNet approach by providing object instance knowledge to the observer.
1 code implementation • ICCV 2021 • Victor Besnier, Andrei Bursuc, David Picard, Alexandre Briot
In this paper, we tackle the detection of out-of-distribution (OOD) objects in semantic segmentation.
Out-of-Distribution Detection Out of Distribution (OOD) Detection +2
no code implementations • 28 May 2021 • Victor Besnier, David Picard, Alexandre Briot
In this paper, we show how uncertainty estimation can be leveraged to enable safety critical image segmentation in autonomous driving, by triggering a fallback behavior if a target accuracy cannot be guaranteed.
no code implementations • 7 Nov 2019 • Victor Besnier, Himalaya Jain, Andrei Bursuc, Matthieu Cord, Patrick Pérez
This naturally brings the question: Can we train a classifier only on the generated data?