Davis Gilton

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 14

Top Topics

Emission Tomography

Rotationally Invariant

Image Reconstruction

Inverse Problems

Top Venues

IEEE Trans. Computational Imaging

Publications

Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster
Data-Driven Cloud Clustering via a Rotationally Invariant Autoencoder. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster
Cloud Clustering Over January 2003 via Scalable Rotationally Invariant Autoencoder. e-Science (2021)
Davis Gilton, Greg Ongie, Rebecca Willett
Model Adaptation In Biomedical Image Reconstruction. ISBI (2021)
Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian T. Foster
Data-driven Cloud Clustering via a Rotationally Invariant Autoencoder. CoRR (2021)
Joseph J. Pfeiffer III, Denis Charles, Davis Gilton, Young Hun Jung, Mehul Parsana, Erik Anderson
Masked LARk: Masked Learning, Aggregation and Reporting worKflow. CoRR (2021)
Davis Gilton, Gregory Ongie, Rebecca Willett
Model Adaptation for Inverse Problems in Imaging. IEEE Trans. Computational Imaging 7 (2021)
Davis Gilton, Gregory Ongie, Rebecca Willett
Deep Equilibrium Architectures for Inverse Problems in Imaging. CoRR (2021)
Davis Gilton, Gregory Ongie, Rebecca Willett
Deep Equilibrium Architectures for Inverse Problems in Imaging. IEEE Trans. Computational Imaging 7 (2021)
Davis Gilton, Ruotian Luo, Rebecca Willett, Greg Shakhnarovich
Detection and Description of Change in Visual Streams. CoRR (2020)
Davis Gilton, Greg Ongie, Rebecca Willett
Neumann Networks for Linear Inverse Problems in Imaging. IEEE Trans. Computational Imaging 6 (2020)
Davis Gilton, Gregory Ongie, Rebecca Willett
Model Adaptation for Inverse Problems in Imaging. CoRR (2020)
Davis Gilton, Greg Ongie, Rebecca Willett
Learned Patch-Based Regularization for Inverse Problems in Imaging. CAMSAP (2019)
Davis Gilton, Greg Ongie, Rebecca Willett
Learning to Regularize Using Neumann Networks. DSW (2019)
Davis Gilton, Greg Ongie, Rebecca Willett
Neumann Networks for Inverse Problems in Imaging. CoRR (2019)