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Unsupervised Learning of Neurosymbolic Encoders

Jul 28, 2021
Eric Zhan, Jennifer J. Sun, Ann Kennedy, Yisong Yue, Swarat Chaudhuri

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Deep Learning-based Damage Mapping with InSAR Coherence Time Series

May 24, 2021
Oliver L. Stephenson, Tobias Köhne, Eric Zhan, Brent E. Cahill, Sang-Ho Yun, Zachary E. Ross, Mark Simons

* 18 pages, 7 figures, plus supplementary materials 

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Task Programming: Learning Data Efficient Behavior Representations

Nov 27, 2020
Jennifer J. Sun, Ann Kennedy, Eric Zhan, Yisong Yue, Pietro Perona

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Learning Differentiable Programs with Admissible Neural Heuristics

Jul 26, 2020
Ameesh Shah, Eric Zhan, Jennifer J. Sun, Abhinav Verma, Yisong Yue, Swarat Chaudhuri

* 9 pages, under review 

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Learning Calibratable Policies using Programmatic Style-Consistency

Oct 02, 2019
Eric Zhan, Albert Tseng, Yisong Yue, Adith Swaminathan, Matthew Hausknecht

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NAOMI: Non-Autoregressive Multiresolution Sequence Imputation

Jan 30, 2019
Yukai Liu, Rose Yu, Stephan Zheng, Eric Zhan, Yisong Yue

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Generative Multi-Agent Behavioral Cloning

May 20, 2018
Eric Zhan, Stephan Zheng, Yisong Yue, Long Sha, Patrick Lucey

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