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Davis Gilton

6 papers hereh-index 8548 citations15 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • eess.IV2
  • cs.CR1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedData-driven Cloud Clustering via a Rotationally Invariant Autoencoder

28 citations · 53 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

eess.IV2020

Model Adaptation for Inverse Problems in Imaging

Davis Gilton, Gregory Ongie, Rebecca Willett

Deep neural networks have been applied successfully to a wide variety of inverse problems arising in computational imaging. These networks are typically trained using a forward mod…

cs.CV2020★ 4 cited

Detection and Description of Change in Visual Streams

Davis Gilton, Ruotian Luo, Rebecca Willett +1

This paper presents a framework for the analysis of changes in visual streams: ordered sequences of images, possibly separated by significant time gaps. We propose a new approach t…

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