Andreas Lehrmann
, Andreas M. Lehrmann
Andreas Lehrmann
Adjunct Professor, University of British Columbia
- Joined October 2017
Names
Emails
****@gmail.com (Confirmed)
, ****@tue.mpg.de (Confirmed)
, ****@disneyresearch.com (Confirmed)
Personal Links
Career & Education History
Adjunct Professor
University of British Columbia (ubc.ca)
2021 – Present
Research Director
Borealis AI (rbc.com)
2022 – 2023
Senior Research Lead
Borealis AI (rbc.com)
2019 – 2021
Postdoc
Facebook (facebook.com)
2017 – 2019
Postdoc
Disney Research, Disney (disneyresearch.com)
2016 – 2017
PhD student
Swiss Federal Institute of Technology (ethz.ch)
2014 – 2016
PhD student
Max-Planck-Institute for Intelligent Systems (is.mpg.de)
2012 – 2016
MS student
University of Tuebingen (uni-tuebingen.de)
2005 – 2011
Advisors, Relations & Conflicts
Postdoc Advisor
Iain Matthews
2017 – 2018
Expertise
deep learning, deep structured models, dynamic neural networks, non-parametric neural networks, deep generative networks, variational autoencoders, generative adversarial networks
2014 – 2023
approximate inference, variational inference in non-conjugate models, Monte Carlo inference in continuous graphical models, neural inference in non-parametric belief networks
2012 – 2023
dynamic scene modeling, personalized AR, conditional image and video synthesis, structured visual question answering, object and action detection, human pose and motion estimation, image and video segmentation
2012 – 2023