Björn Michele
Ph.D. Student
valeo.ai & IRISA OBELIX
About
I am a Ph.D. student at the
valeo.ai
and the
IRISA OBELIX
lab, working on domain adaptation for 3D data. My Ph.D. advisor is
Prof. Nicolas Courty
who co-advises me with
Alexandre Boulch
. I also collaborate closely with
Gilles Puy
,
Tuan-Hung Vu
, and
Renaud Marlet
in my research.
I graduated from the Institute Polytechnique Paris with a Master's degree and a thesis on "Zero-shot learning for 3D data". My final year was the M2
Mathematics, Vision, and Apprenticeship (MVA)
after completing the Computer Science M1 at the
Ecole Polytechnique
. I earned my Bachelor's degree from the
Baden-Württemberg Cooperative State University
in a joint study program with the Robert Bosch GmbH.
Research interests:
Computer vision and frugal learning.
Publications
Björn Michele
,
Alexandre Boulch
,
Gilles Puy
,
Tuan-Hung Vu
,
Renaud Marlet
,
Nicolas Courty
(2024).
SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation
. Spotlight @ 3DV, 2024.
Cite
Arxiv
Code
Alexandre Boulch
,
Corentin Sautier
,
Björn Michele
,
Gilles Puy
,
Renaud Marlet
(2023).
ALSO: Automotive Lidar Self-supervision by Occupancy estimation
. CVPR, 2023.
Cite
DOI
Arxiv
Project page
Code
Björn Michele
,
Alexandre Boulch
,
Gilles Puy
,
Maxime Bucher
,
Renaud Marlet
(2021).
Generative zero-shot learning for semantic segmentation of 3D point clouds
. 3DV, 2021.
Cite
DOI
Arxiv
Project page
Code
Slides
Poster
Experience
Junior Research Scientist
valeo.ai
2021 – Present
Paris (France)
Education
Ph.D. Computer Science
valeo.ai & IRISA OBELIX
2022 – Present
Paris (France)
Thesis: Domain adaptation for 3D data.
M2 Mathematics, Vision, and Apprenticeship (MVA)
Ecole Polytechnique & ENS Paris-Saclay
2019 – 2020
Cachan (France)
Thesis: Zero shot learning for 3D data.
M1 Computer Science
Ecole Polytechnique
2018 – 2019
Palaiseau (France)
BEng Electric Engineering
DHBW Stuttgart
2015 – 2018
Stuttgart (Germany)
Thesis: Visualisation of neural networks for plant classification for evaluation and developing purposes.
Scholarships
Excellence scholarship by the Fondation Ecole Polytechnique
2018 – 2020
German Academic Foundation
2016 – 2020
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