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Sparse PointPillars: Exploiting Sparsity in Birds-Eye-View Object Detection

Jun 12, 2021
Kyle Vedder, Eric Eaton

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Lifelong Learning of Compositional Structures

Jul 15, 2020
Jorge A. Mendez, Eric Eaton

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Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting

Jul 14, 2020
Jorge A. Mendez, Boyu Wang, Eric Eaton

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Zero-Shot Image Classification Using Coupled Dictionary Embedding

Jun 10, 2019
Mohammad Rostami, Soheil Kolouri, Zak Murez, Yuri Owekcho, Eric Eaton, Kuyngnam Kim

* arXiv admin note: substantial text overlap with arXiv:1709.03688 

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Artificial Intelligence for Pediatric Ophthalmology

Apr 06, 2019
Julia E. Reid, Eric Eaton

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Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition

Feb 20, 2018
Mohammad Rostami, Soheil Kolouri, Kyungnam Kim, Eric Eaton

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Tree-Structured Boosting: Connections Between Gradient Boosted Stumps and Full Decision Trees

Nov 18, 2017
José Marcio Luna, Eric Eaton, Lyle H. Ungar, Eric Diffenderfer, Shane T. Jensen, Efstathios D. Gennatas, Mateo Wirth, Charles B. Simone II, Timothy D. Solberg, Gilmer Valdes

* Presented at NIPS 2017 Symposium on Interpretable Machine Learning 

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Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer

Oct 10, 2017
David Isele, Mohammad Rostami, Eric Eaton

* 28 pages 

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Estimating 3D Trajectories from 2D Projections via Disjunctive Factored Four-Way Conditional Restricted Boltzmann Machines

Apr 29, 2017
Decebal Constantin Mocanu, Haitham Bou Ammar, Luis Puig, Eric Eaton, Antonio Liotta

* Pattern Recognition, ISSN 0031-3203, Elsevier, 2017 

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Blue Sky Ideas in Artificial Intelligence Education from the EAAI 2017 New and Future AI Educator Program

Feb 01, 2017
Eric Eaton, Sven Koenig, Claudia Schulz, Francesco Maurelli, John Lee, Joshua Eckroth, Mark Crowley, Richard G. Freedman, Rogelio E. Cardona-Rivera, Tiago Machado, Tom Williams

* Working paper in the 7th Symposium on Educational Advances in Artificial Intelligence (EAAI-17) 

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Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data

Oct 18, 2016
Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton, Peter Stone, Antonio Liotta

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Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret

May 21, 2015
Haitham Bou Ammar, Rasul Tutunov, Eric Eaton

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Multi-view constrained clustering with an incomplete mapping between views

Oct 09, 2012
Eric Eaton, Marie desJardins, Sara Jacob

* Knowledge and Information Systems 38(1): 231-257, 2014 

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