Andrea Dunbar
andrea.dunbar@epfl.ch +41 21 693 23 87
Citizenship: British / Swiss
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
PhD Students
Sepehri Yamin,Courses
Data science for business
Students will learn the basic concepts of Data Science so that they can make better business decisions and how data science is being applied to help businesses. Also, how to evaluate the business aspects looking at the problem being solved, the return on investment and implementation.