Andrea Dunbar
andrea.dunbar@epfl.ch +41 21 693 23 87
Citizenship: British / Swiss
EPFL CDM MTEI-GE
ODY 2 01.2 (Odyssea)
Station 5
1015 Lausanne
+41 21 693 23 87
Office:
ODY 2 01.2
EPFL
>
CDM
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MTEI
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MTEI-GE
+41 21 693 23 87
Office:
ODY 2 01.2
EPFL
>
CDM
>
CDM-MTE
>
MTE-ENS
Professional course
Focus Activity Manager
Data & AI
CSEM
2023- now
Group Leader
Edge AI & Vision
CSEM
2018-2023
Publications
Selected publications
| S Narduzzi, SA Bigdeli, SC Liu, LA Dunbar ICASSP, 2022 |
Optimizing the consumption of spiking neural networks with activity regularization |
| D Honzátko, E Türetken, P Fua, L.A. Dunbar IC3DV, 2021 |
Leveraging spatial and photometric context for calibrated non-lambertian photometric stereo |
| Pedram Pad, Simon Narduzzi, Clement Kundig, Engin Turetken, Siavash A. Bigdeli, L. Andrea Dunbar CVPR, 2020 |
Efficient Neural Vision Systems Based on Convolutional Image Acquisition |
| Duncan Luguern, Simon Perche, Yannick Benezeth, Virginie Moser, L Andrea Dunbar, Fabian Braun, Alia Lemkaddem, Keisuke Nakamura, Randy Gomez, Julien Dubois CVPR, 2020 |
An assessment of algorithms to estimate respiratory rate from the remote photoplethysmogram |
Teaching & PhD
Teaching
Management of Technology