Derek Rose

Researcher, Oak Ridge National Laboratory

Joined

December 2017

Names

Derek Rose

Emails

****@gmail.com (Confirmed)

****@ornl.gov (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Oak Ridge National Laboratory (ornl.gov)

2013 – Present

PhD student

University of Tennessee, Knoxville (utk.edu)

2007 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

image segmentation

neural networks

instance segmentation

object detection

Present

deep learning

hyperparameter optimization

neural architecture search

Present

image segmentation

convolutional neural networks

instance segmentation

object detection

Present

Publications

Hyperparameter Optimization in Binary Communication Networks for Neuromorphic Deployment
Maryam Parsa, Catherine D. Schuman, Prasanna Date, Derek C. Rose, Bill Kay, J. Parker Mitchell, Steven R. Young, Ryan Dellana, William Severa, Thomas E. Potok, Kaushik Roy
- 2020 (modified: 04 Nov 2025)
- CoRR 2020
- Readers: Everyone
Exascale Deep Learning to Accelerate Cancer Research
Robert M. Patton, Shahira Abousamra, Dimitris Samaras, Joel H. Saltz, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Junghoon Chae, Le Hou
- 2019 (modified: 07 Nov 2022)
- BigData 2019
- Readers: Everyone
Evolving Energy Efficient Convolutional Neural Networks
Steven R. Young, Pravallika Devineni, Maryam Parsa, J. Travis Johnston, Bill Kay, Robert M. Patton, Catherine D. Schuman, Derek C. Rose, Thomas E. Potok
- 2019 (modified: 07 Nov 2022)
- BigData 2019
- Readers: Everyone
Visualization System for Evolutionary Neural Networks for Deep Learning
Junghoon Chae, Catherine D. Schuman, Steven R. Young, J. Travis Johnston, Derek C. Rose, Robert M. Patton, Thomas E. Potok
- 2019 (modified: 07 Nov 2022)
- BigData 2019
- Readers: Everyone
A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery
Amirkoushyar Ziabari, Abbas Shirinifard, Matthew R. Eicholtz, David J. Solecki, Derek C. Rose
- 2019 (modified: 07 Nov 2022)
- GlobalSIP 2019
- Readers: Everyone
Exascale Deep Learning to Accelerate Cancer Research
Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Junghoon Chae, Le Hou, Shahira Abousamra, Dimitris Samaras, Joel H. Saltz
- 2019 (modified: 04 Nov 2025)
- CoRR 2019
- Readers: Everyone
167-PFlops deep learning for electron microscopy: from learning physics to atomic manipulation
Robert M. Patton, J. Travis Johnston, Steven R. Young, Catherine D. Schuman, Don D. March, Thomas E. Potok, Derek C. Rose, Seung-Hwan Lim, Thomas P. Karnowski, Maxim A. Ziatdinov, Sergei V. Kalinin
- 2018 (modified: 04 Nov 2025)
- SC 2018
- Readers: Everyone
Age, Gender, and Fine-Grained Ethnicity Prediction Using Convolutional Neural Networks for the East Asian Face Dataset
Nisha Srinivas, Harleen Atwal, Derek C. Rose, Gayathri Mahalingam, Karl Ricanek, David S. Bolme
- 2017 (modified: 07 Nov 2022)
- FG 2017
- Readers: Everyone
Deep modeling: Circuit characterization using theory based models in a data driven framework
David S. Bolme, Aravind Mikkilineni, Derek C. Rose, Srikanth B. Yoginath, Mohsen Judy, Jeremy Holleman
- 2017 (modified: 07 Nov 2022)
- ISCAS 2017
- Readers: Everyone
Fast, Simple Calcium Imaging Segmentation with Fully Convolutional Networks
Aleksander Klibisz, Derek C. Rose, Matthew Eicholtz, Jay Blundon, Stanislav Zakharenko
- 2017 (modified: 15 Jan 2021)
- DLMIA/ML-CDS@MICCAI 2017
- Readers: Everyone

View all 20 publications

Co-Authors

View all 47 co-authors