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S. Chernova

50 papers hereh-index 4210k citations214 works total

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

author position
  • first author1
  • middle author18
  • last author30

Across the 49 of 50 papers where every author was matched, so the position is known.

fields
  • cs.RO31
  • cs.AI10
  • cs.LG4
  • cs.CV3
  • astro-ph.IM1
  • cs.HC1
same name
  • S. Chernova — 3 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedInteractive Policy Learning through Confidence-Based Autonomy

221 citations · 935 across the 44 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2022★ 3 cited

Incremental Object Grounding Using Scene Graphs

John Seon Keun Yi, Yoonwoo Kim, Sonia Chernova

Object grounding tasks aim to locate the target object in an image through verbal communications. Understanding human command is an important process needed for effective human-rob…

cs.CV2019★ 198 cited

Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance?

Abhishek Kadian, Joanne Truong, Aaron Gokaslan +6

Does progress in simulation translate to progress on robots? If one method outperforms another in simulation, how likely is that trend to hold in reality on a robot? We examine thi…

cs.CV2018★ 12 cited

Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer

Jonathan C Balloch, Varun Agrawal, Irfan Essa +1

Robot perception systems need to perform reliable image segmentation in real-time on noisy, raw perception data. State-of-the-art segmentation approaches use large CNN models and c…

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