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Masha Itkina

30 papers hereh-index 161.7k citations32 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author24
  • last author2

Across the 30 of 30 papers where every author was matched, so the position is known.

fields
  • cs.RO24
  • cs.CV4
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedInterpretable Self-Aware Neural Networks for Robust Trajectory Prediction

4 citations · 20 across the 25 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.CV2019

Dynamic Environment Prediction in Urban Scenes using Recurrent Representation Learning

Masha Itkina, Katherine Driggs-Campbell, Mykel J. Kochenderfer

A key challenge for autonomous driving is safe trajectory planning in cluttered, urban environments with dynamic obstacles, such as pedestrians, bicyclists, and other vehicles. A r…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.