Masha Itkina

Toyota Research Institute

Names

Masha Itkina (Preferred)

Emails

****@stanford.edu
,
****@gmail.com
,
****@tri.global

Education & Career History

Researcher
Toyota Research Institute (tri.global)
2022Present
 
PhD student
Stanford University (stanford.edu)
20162022
 
Undergrad student
University of Toronto (utoronto.ca)
20112016
 

Advisors, Relations & Conflicts

Coauthor
20192021
 
Coauthor
20182021
 
PhD Advisor
20162021
 
Coauthor
20192020
 
Coauthor
20192020
 

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