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Jonathan S. Kent

7 papers hereh-index 26 citations8 works total

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

author position
  • sole author2
  • first author5

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

fields
  • cs.LG4
  • cs.CV1
  • cs.NE1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedUnsupervised Learning for Target Tracking and Background Subtraction in Satellite Imagery

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

DOODLER: Determining Out-Of-Distribution Likelihood from Encoder Reconstructions

Jonathan S. Kent, Bo Li

Deep Learning models possess two key traits that, in combination, make their use in the real world a risky prospect. One, they do not typically generalize well outside of the distr…

cs.CV2021★ 2 cited

Unsupervised Learning for Target Tracking and Background Subtraction in Satellite Imagery

Jonathan S. Kent, Charles C. Wamsley, Davin Flateau +1

This paper describes an unsupervised machine learning methodology capable of target tracking and background suppression via a novel dual-model approach. ``Jekyll`` produces a video…

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