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researcher

Katie Kang

7 papers hereh-index 6343 citations13 works total

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

author position
  • first author6
  • middle author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20192024
most citedGeneralization through Simulation: Integrating Simulated and Real Data into Deep Reinforcement Learning for Vision-Based Autonomous Flight

11 citations · 23 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

Deep Neural Networks Tend To Extrapolate Predictably

Katie Kang, Amrith Setlur, Claire Tomlin +1

Conventional wisdom suggests that neural network predictions tend to be unpredictable and overconfident when faced with out-of-distribution (OOD) inputs. Our work reassesses this a…

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