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Mutual Information Maximization for Robust Plannable Representations


May 16, 2020
Yiming Ding, Ignasi Clavera, Pieter Abbeel

* Accepted at NeurIPS 2019 Workshop on Robot Learning: Control and Interaction in the Real World 

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REFIT: a Unified Watermark Removal Framework for Deep Learning Systems with Limited Data


Nov 17, 2019
Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song

* Early version in ICML 2019 Workshop on Security and Privacy of Machine Learning. The first two authors contribute equally 

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Goal-conditioned Imitation Learning


Jun 13, 2019
Yiming Ding, Carlos Florensa, Mariano Phielipp, Pieter Abbeel

* Presented at the Workshop on Self-Supervised Learning at ICML 2019 

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Equitability of Dependence Measure


Jul 11, 2018
Hangjin Jiang, Kan Liu, Yiming Ding

* This is draft version 

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Dependence Measure for non-additive model


Mar 25, 2018
Hangjin Jiang, Yiming Ding

* This paper has been withdrawn by the author due to change of the main content 

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