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HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving


Feb 22, 2021
Sirui Xie, Xiaojian Ma, Peiyu Yu, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu


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Generalized Inverse Planning: Learning Lifted non-Markovian Utility for Generalizable Task Representation


Nov 12, 2020
Sirui Xie, Feng Gao, Song-Chun Zhu


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Understanding the wiring evolution in differentiable neural architecture search


Sep 07, 2020
Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin


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DSNAS: Direct Neural Architecture Search without Parameter Retraining


Feb 21, 2020
Shoukang Hu, Sirui Xie, Hehui Zheng, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin


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Learning Driving Decisions by Imitating Drivers' Control Behaviors


Nov 30, 2019
Junning Huang, Sirui Xie, Jiankai Sun, Qiurui Ma, Chunxiao Liu, Jianping Shi, Dahua Lin, Bolei Zhou


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Graph-guided Architecture Search for Real-time Semantic Segmentation


Sep 15, 2019
Peiwen Lin, Peng Sun, Guangliang Cheng, Sirui Xie, Xi Li, Jianping Shi

* 10pages, 6 figures 

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SNAS: Stochastic Neural Architecture Search


Jan 12, 2019
Sirui Xie, Hehui Zheng, Chunxiao Liu, Liang Lin

* To appear in ICLR 2019 

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NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning


Dec 24, 2018
Sirui Xie, Junning Huang, Lanxin Lei, Chunxiao Liu, Zheng Ma, Wei Zhang, Liang Lin

* To appear in ICLR 2019 

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