Andreas Lehrmann

Adjunct Professor, University of British Columbia

  • Joined October 2017

Names

Andreas Lehrmann
,
Andreas M. Lehrmann

Emails

****@gmail.com (Confirmed)
,
****@tue.mpg.de (Confirmed)
,
****@disneyresearch.com (Confirmed)

Education & Career History

Adjunct Professor
University of British Columbia (ubc.ca)
2021Present
 
Research Director
Borealis AI (rbc.com)
20222023
 
Senior Research Lead
Borealis AI (rbc.com)
20192021
 
Postdoc
Facebook (facebook.com)
20172019
 
Postdoc
Disney Research, Disney (disneyresearch.com)
20162017
 
PhD student
Swiss Federal Institute of Technology (ethz.ch)
20142016
 
PhD student
Max-Planck-Institute for Intelligent Systems (is.mpg.de)
20122016
 
MS student
University of Tuebingen (uni-tuebingen.de)
20052011
 

Advisors, Relations & Conflicts

Coauthor
20192023
 
Coauthor
20192023
 
Postdoc Advisor
Iain Matthews
20172018
 
Postdoc Advisor
20152017
 
PhD Advisor
20142016
 
PhD Advisor
20122016
 
PhD Advisor
20122016
 
Coauthor
20132014
 
Coauthor
20112014
 

Expertise

deep learning, deep structured models, dynamic neural networks, non-parametric neural networks, deep generative networks, variational autoencoders, generative adversarial networks
20142023
 
approximate inference, variational inference in non-conjugate models, Monte Carlo inference in continuous graphical models, neural inference in non-parametric belief networks
20122023
 
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
20122023