Masha Itkina (Preferred)
Masha Itkina
Researcher, Toyota Research Institute
- Joined April 2021
Names
Emails
****@stanford.edu (Confirmed)
, ****@gmail.com (Confirmed)
, ****@tri.global (Confirmed)
Personal Links
Education & Career History
Researcher
Toyota Research Institute (tri.global)
2022 – Present
PhD student
Stanford University (stanford.edu)
2016 – 2022
Undergrad student
University of Toronto (utoronto.ca)
2011 – 2016
Advisors, Relations & Conflicts
Expertise
robotics, perception, sensor fusion
Present
deep learning, computer vision, ConvLSTMs, video prediction, recurrent models
Present
epistemic uncertainty estimation, evidential theory, out-of-distribution detection
Present
human behavior modeling, occlusion inference, mapping
Present
deep generative models, variational autoencoders, discrete latent spaces
Present