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John Douglas Owens

Department of Electrical and Computer Engineering, University of California, Davis, CA, USA

32 papers hereh-index 5117.2k citations192 works total

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

author position
  • middle author5
  • last author26

Across the 31 of 32 papers where every author was matched, so the position is known.

fields
  • cs.DC18
  • cs.GR4
  • cs.CG2
  • cs.CV2
  • cs.DS2
  • cs.LG2
affiliations
  • Department of Electrical and Computer Engineering, University of California, Davis, CA, USA
Homepage

identity via Semantic Scholar / OpenAlex

activity
20112023
most citedEnergy-based Out-of-distribution Detection

435 citations · 1.3k across the 28 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2019★ 4 cited

Unsupervised Object Segmentation with Explicit Localization Module

Weitang Liu, Lifeng Wei, James Sharpnack +1

In this paper, we propose a novel architecture that iteratively discovers and segments out the objects of a scene based on the image reconstruction quality. Different from other ap…

cs.CV2018★ 2 cited

Object Localization with a Weakly Supervised CapsNet

Weitang Liu, Emad Barsoum, John D. Owens

Inspired by CapsNet's routing-by-agreement mechanism with its ability to learn object properties, we explore if those properties in turn can determine new properties of the objects…

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