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SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models


Apr 01, 2020
Yucen Luo, Alex Beatson, Mohammad Norouzi, Jun Zhu, David Duvenaud, Ryan P. Adams, Ricky T. Q. Chen

* ICLR 2020 

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DBSN: Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structures


Nov 22, 2019
Zhijie Deng, Yucen Luo, Jun Zhu, Bo Zhang


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A Simple yet Effective Baseline for Robust Deep Learning with Noisy Labels


Sep 27, 2019
Yucen Luo, Jun Zhu, Tomas Pfister


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Cluster Alignment with a Teacher for Unsupervised Domain Adaptation


Mar 24, 2019
Zhijie Deng, Yucen Luo, Jun Zhu


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Semi-crowdsourced Clustering with Deep Generative Models


Oct 29, 2018
Yucen Luo, Tian Tian, Jiaxin Shi, Jun Zhu, Bo Zhang

* 32nd Conference on Neural Information Processing Systems (NIPS 2018) 

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Smooth Neighbors on Teacher Graphs for Semi-supervised Learning


Mar 28, 2018
Yucen Luo, Jun Zhu, Mengxi Li, Yong Ren, Bo Zhang

* Accept as Spotlight in Computer Vision and Pattern Recognition 2018 

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ZhuSuan: A Library for Bayesian Deep Learning


Sep 18, 2017
Jiaxin Shi, Jianfei Chen, Jun Zhu, Shengyang Sun, Yucen Luo, Yihong Gu, Yuhao Zhou

* The GitHub page is at https://github.com/thu-ml/zhusuan 

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Conditional Generative Moment-Matching Networks


Jun 14, 2016
Yong Ren, Jialian Li, Yucen Luo, Jun Zhu

* 12 pages 

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