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Deep Unsupervised Active Learning on Learnable Graphs

Nov 08, 2021
Handong Ma, Changsheng Li, Xinchu Shi, Ye Yuan, Guoren Wang

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Learning Deep Representation with Energy-Based Self-Expressiveness for Subspace Clustering

Oct 28, 2021
Yanming Li, Changsheng Li, Shiye Wang, Ye Yuan, Guoren Wang

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Causal Effect Estimation using Variational Information Bottleneck

Oct 26, 2021
Zhenyu Lu, Yurong Cheng, Mingjun Zhong, George Stoian, Ye Yuan, Guoren Wang

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Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation

May 11, 2021
Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng, Ruigang Yang, Guoren Wang

* 15 pages 

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Generalized Domain Conditioned Adaptation Network

Mar 23, 2021
Shuang Li, Binhui Xie, Qiuxia Lin, Chi Harold Liu, Gao Huang, Guoren Wang

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI). Journal version of arXiv:2005.06717 (AAAI 2020). Code is available at 

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On Deep Unsupervised Active Learning

Jul 28, 2020
Changsheng Li, Handong Ma, Zhao Kang, Ye Yuan, Xiao-Yu Zhang, Guoren Wang

* Accepted by IJCAI 2020 

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Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution Networks

Dec 05, 2019
Yuni Lai, Linfeng Zhang, Donghong Han, Rui Zhou, Guoren Wang

* 20 pages, 6 figures, submitted to the World Wide Web Journal 

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