Mathieu Salzmann
EPFL IC IINFCOM CVLAB
BC 309 (Bâtiment BC)
Station 14
1015 Lausanne
Web site: Web site: https://cvlab.epfl.ch/
EPFL IC IINFCOM CVLAB
BC 309 (Bâtiment BC)
Station 14
1015 Lausanne
+41 21 693 81 92
Office:
BC 309
EPFL
>
VPA-AVP-CP
>
SDSC
>
SDSC-GE
Web site: Web site: https://www.datascience.ch
EPFL IC IINFCOM CVLAB
BC 309 (Bâtiment BC)
Station 14
1015 Lausanne
Web site: Web site: https://sin.epfl.ch
EPFL IC IINFCOM CVLAB
BC 309 (Bâtiment BC)
Station 14
1015 Lausanne
Web site: Web site: https://ssc.epfl.ch
Fields of expertise
Machine Learning
News
- As of March 2024, I am the Deputy Chief Data Scientist of the Swiss Data Science Center (SDSC)- 3 papers accepted to ICLR 2024
- 6 papers accepted to CVPR 2024
- Our work in collaboration with S. Süsstrunk and R. Baroni on comics reconfiguration was displayed at the EPFL Pavilion A
- 1 paper accepted to NeurIPS 2023
- 5 papers accepted to ICCV 2023
- 1 paper accepted to ICML 2023
- I am Area Chair for ICML 2023, CVPR 2023, ICCV 2023, NeurIPS 2023, AAAI 2024, ECCV 2024
- I am Action Editor for TMLR
- I am Associate Editor for IEEE TPAMI
- As of Sept 2019, I have a Courtesy Appointment with the EPFL College of Humanities
Current work
My main interests are:- Deep learning for 2D and 3D visual scene understanding
- Efficient and robust deep learning
- Domain adaptation and generalization
- Interpretable machine learning
Biography
Mathieu Salzmann is the Deputy Chief Data Scientist of the Swiss Data Science Center (SDSC) and a Senior Scientist and Lecturer at EPFL. Between May 2020 and February 2024, he was also a part-time Senior GNC Engineer at ClearSpace. Previously, between February 2012 and June 2015, he was a Senior Researcher and Research Leader in NICTA’s computer vision research group. Prior to this, from Sept. 2010 to Jan 2012, he was a Research Assistant Professor at TTI-Chicago, and, from Feb. 2009 to Aug. 2010, a postdoctoral fellow at ICSI and EECS at UC Berkeley under the supervision of Prof. Trevor Darrell. He obtained his PhD in Jan. 2009 from EPFL under the supervision of Prof. Pascal Fua. Mathieu Salzmann’s research lies at the intersection of machine learning and visual recognition. He has published over 100 articles at top-tier peer-reviewed machine learning and computer vision venues, including CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, IEEE TPAMI, IJCV, JMLR, and IEEE TNN-LS. He regularly acts as an Area Chair for these venues and is an editorial board member for IEEE TPAMI and TMLR.Publications
Other publications
Teaching & PhD
Teaching
Computer Science
Digital Humanities
Communication Systems