Davis Gilton

Orcid: 0000-0001-8675-7693

According to our database1, Davis Gilton authored at least 11 papers between 2019 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Data-Driven Cloud Clustering via a Rotationally Invariant Autoencoder.
IEEE Trans. Geosci. Remote. Sens., 2022

2021
Deep Equilibrium Architectures for Inverse Problems in Imaging.
IEEE Trans. Computational Imaging, 2021

Model Adaptation for Inverse Problems in Imaging.
IEEE Trans. Computational Imaging, 2021

Masked LARk: Masked Learning, Aggregation and Reporting worKflow.
CoRR, 2021

Model Adaptation In Biomedical Image Reconstruction.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder.
Proceedings of the 17th IEEE International Conference on eScience, 2021

2020
Neumann Networks for Linear Inverse Problems in Imaging.
IEEE Trans. Computational Imaging, 2020

Detection and Description of Change in Visual Streams.
CoRR, 2020

2019
Neumann Networks for Inverse Problems in Imaging.
CoRR, 2019

Learning to Regularize Using Neumann Networks.
Proceedings of the IEEE Data Science Workshop, 2019

Learned Patch-Based Regularization for Inverse Problems in Imaging.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019


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