Ryan Benkert

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Selective Sampling

Differential Operators

Active Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib, Armin Pacharmi, Enrique Corona
Gaussian Switch Sampling: A Second-Order Approach to Active Learning. IEEE Trans. Artif. Intell. 5 (1) (2024)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Transitional Uncertainty with Layered Intermediate Predictions. CoRR (2024)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Effective Data Selection for Seismic Interpretation through Disagreement. CoRR (2024)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib, Armin Pacharmi, Enrique Corona
Gaussian Switch Sampling: A Second Order Approach to Active Learning. CoRR (2023)
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami
FOCAL: A Cost-Aware Video Dataset for Active Learning. BigData (2023)
Kiran Kokilepersaud, Yash-Yee Logan, Ryan Benkert, Chen Zhou, Mohit Prabhushankar, Ghassan AlRegib, Enrique Corona, Kunjan Singh, Mostafa Parchami
FOCAL: A Cost-Aware Video Dataset for Active Learning. CoRR (2023)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data. CoRR (2023)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Explaining Deep Models through Forgettable Learning Dynamics. CoRR (2023)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation. CoRR (2023)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Example Forgetting: A Novel Approach to Explain and Interpret Deep Neural Networks in Seismic Interpretation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ryan Benkert, Mohit Prabhushankar, Ghassan AlRegib
Forgetful Active Learning with Switch Events: Efficient Sampling for Out-of-Distribution Data. ICIP (2022)
Yash-yee Logan, Ryan Benkert, Ahmad Mustafa, Gukyeong Kwon, Ghassan AlRegib
Patient Aware Active Learning for Fine-Grained OCT Classification. CoRR (2022)
Yash-yee Logan, Ryan Benkert, Ahmad Mustafa, Ghassan AlRegib
Patient Aware Active Learning for Fine-Grained OCT Classification. ICIP (2022)
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Explaining Deep Models Through Forgettable Learning Dynamics. ICIP (2021)