Research scientist at valeo.ai
Paris, France.
I am a research scientist at valeo.ai working on perception for automotive applications, assisted and autonomous driving in particular. I am also part of the astra-vision team at Inria.
My main research topics are about 3D perception and annotation efficient learning.
Before joining valeo.ai, I was a researcher at Technicolor/Interdigital R&I (2016-2019), and a postdoc at Inria (2014-2016). I obtained my PhD from EPFL in 2014. I received the EPFL Chorafas Foundation award in 2013 and the EPFL best thesis award in 2015. I obtained my M.Sc. in Electrical and Electronics Engineering from EPFL and the Engineering Diploma from Supélec in 2009.
News:
February 2024: ScaLR with S. Gidaris, A. Boulch, O. Siméoni, C. Sautier, P. Pérez, A. Bursuc, and R. Marlet will be presented at CVPR.
October 2023: Survey on unsupervised object localization in the era of self-supervised ViTs with O. Siméoni, E. Zablocki, S. Gidaris and P. Pérez is out.
October 2023:
BEVContrast with C. Sautier, A. Boulch, R. Marlet, and V. Lepetit
SALUDA with B. Michele, A. Boulch, T.-H. Vu, R. Marlet, and N. Courty
will be presented at 3DV.
July 2023:
WaffleIron with A. Boulch and R. Marlet
SeedAL with N. Samet, O. Siméoni, G. Ponimatkin, R. Marlet, and V. Lepetit
will be presented at ICCV.
June 2023: Outstanding reviewer award at CVPR 2023.
February 2023:
RangeViT with A. Ando, S. Gidaris, A. Bursuc, A. Boulch, and R. Marlet
FOUND with O. Siméoni, C. Sekkat, A. Vobecky, E. Zablocki, and P. Pérez
ALSO with A. Boulch, C. Sautier, B. Michele and R. Marlet
will be presented at CVPR.
January 2023: SFRIK with L. Zheng, E. Riccietti, P. Pérez, R. Gribonval will be presented at ICLR 2023.
June 2022: SLidR with C. Sautier, S. Gidaris, A. Boulch, A. Bursuc, and R. Marlet presented at CVPR.