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Eric Eaton

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IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning

Oct 09, 2023
Pengyuan Lu, Michele Caprio, Eric Eaton, Insup Lee

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Robotic Manipulation Datasets for Offline Compositional Reinforcement Learning

Jul 13, 2023
Marcel Hussing, Jorge A. Mendez, Anisha Singrodia, Cassandra Kent, Eric Eaton

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CAROM Air -- Vehicle Localization and Traffic Scene Reconstruction from Aerial Videos

May 31, 2023
Duo Lu, Eric Eaton, Matt Weg, Wei Wang, Steven Como, Jeffrey Wishart, Hongbin Yu, Yezhou Yang

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Replicable Reinforcement Learning

May 24, 2023
Eric Eaton, Marcel Hussing, Michael Kearns, Jessica Sorrell

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Zero-shot Task Preference Addressing Enabled by Imprecise Bayesian Continual Learning

May 24, 2023
Pengyuan Lu, Michele Caprio, Eric Eaton, Insup Lee

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ZeroFlow: Fast Zero Label Scene Flow via Distillation

May 23, 2023
Kyle Vedder, Neehar Peri, Nathaniel Chodosh, Ishan Khatri, Eric Eaton, Dinesh Jayaraman, Yang Liu, Deva Ramanan, James Hays

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A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems

Jan 18, 2023
Megan M. Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien M. R. Arnold, Ese Ben-Iwhiwhu, Andrew P. Brna, Ethan Brooks, Ryan C. Brown, Zachary Daniels, Anurag Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz, Soheil Kolouri, George Konidaris, Dhireesha Kudithipudi, Erik Learned-Miller, Seungwon Lee, Michael L. Littman, Sandeep Madireddy, Jorge A. Mendez, Eric Q. Nguyen, Christine D. Piatko, Praveen K. Pilly, Aswin Raghavan, Abrar Rahman, Santhosh Kumar Ramakrishnan, Neale Ratzlaff, Andrea Soltoggio, Peter Stone, Indranil Sur, Zhipeng Tang, Saket Tiwari, Kyle Vedder, Felix Wang, Zifan Xu, Angel Yanguas-Gil, Harel Yedidsion, Shangqun Yu, Gautam K. Vallabha

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Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning

Dec 04, 2022
Marcel Hussing, Karen Li, Eric Eaton

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How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition

Jul 15, 2022
Jorge A. Mendez, Eric Eaton

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