Gary Doran

4 papers · 2016–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

IJCAI (2) AAAI (1) JMLR (1)

Top co-authors

Soumya Ray (2) David R. Thompson (1) Raymond Francis (1) Steven Lu (1) Tara Estlin (1) Jake Lee (1) Shoshanna B. Cole (1) Kiri Wagstaff (1) Brandon Zhao (1) Emily Dunkel (1)

Research topics

Machine Learning (2) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Optimization & Theory · Machine Learning (1)

Keywords

image classification (1) model calibration (1) multiple instance learning (1) instance labeling (1) convolutional neural network (1) model deployment (1) classifier calibration (1) bag ranking (1) weakly supervised (1) planetary imaging (1) planetary image (1) content-based search (1) content-based retrieval (1)

Papers

Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances AAAI 2021 A Unifying Framework for Learning Bag Labels from Generalized Multiple-Instance Data IJCAI 2016 Multiple-Instance Learning from Distributions JMLR 2016 Precision Instrument Targeting via Image Registration for the Mars 2020 Rover IJCAI 2016