Brinnae Bent

Assistant Professor, Artificial Intelligence MEng, Duke University

Joined

August 2024

Names

Brinnae Bent (Preferred)

Emails

****@duke.edu (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Artificial Intelligence MEng, Duke University (duke.edu)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Present

Coauthor

David W. Johnston

Present

PhD Advisee

Present

Expertise

explainable AI

,

AI evaluation

,

computer vision

Present

Publications

On Thin Ice: Towards Explainable Conservation Monitoring via Attribution and Perturbations
Jiayi Zhou, Gunel Aghakishiyeva, Saagar Arya, Julian Dale, James David Poling, Holly R. Houliston, Jamie N. Womble, Gregory D Larsen, David W. Johnston, Brinnae Bent
- NeurIPS 2025 Workshop Imageomics
- Readers: Everyone
Aligned Machine
Jiechen Li, Hannah Groos, Brinnae Bent
- WiML @ NeurIPS 2025
- Readers: Everyone
Photorealistic Inpainting for Perturbation-based Explanations in Ecological Monitoring
Gunel Aghakishiyeva, Jiayi Zhou, Saagar Arya, Julian Dale, James David Poling, Holly R. Houliston, Jamie N. Womble, Gregory D Larsen, David W. Johnston, Brinnae Bent
- NeurIPS 2025 Workshop Imageomics
- Readers: Everyone

Co-Authors