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Sabrina M. Neuman

2 papers hereh-index 11358 citations22 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

most citedTiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots

4 citations · 4 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 4 cited

Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots

Sabrina M. Neuman, Brian Plancher, Bardienus P. Duisterhof +8

Machine learning (ML) has become a pervasive tool across computing systems. An emerging application that stress-tests the challenges of ML system design is tiny robot learning, the…

cs.RO2021

AutoPilot: Automating SoC Design Space Exploration for SWaP Constrained Autonomous UAVs

Srivatsan Krishnan, Zishen Wan, Kshitij Bhardwaj +6

Building domain-specific accelerators for autonomous unmanned aerial vehicles (UAVs) is challenging due to a lack of systematic methodology for designing onboard compute. Balancing…

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