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Do We Need to Directly Access the Source Datasets for Domain Generalization?


Oct 15, 2021
Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin


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Collaborative Semantic Aggregation and Calibration for Separated Domain Generalization


Oct 13, 2021
Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin


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Domain-Specific Bias Filtering for Single Labeled Domain Generalization


Oct 02, 2021
Junkun Yuan, Xu Ma, Defang Chen, Kun Kuang, Fei Wu, Lanfen Lin


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Exploring the Connection between Knowledge Distillation and Logits Matching


Sep 14, 2021
Defang Chen, Can Wang, Yan Feng, Chun Chen

* Technical Report 

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Distilling Holistic Knowledge with Graph Neural Networks


Aug 12, 2021
Sheng Zhou, Yucheng Wang, Defang Chen, Jiawei Chen, Xin Wang, Can Wang, Jiajun Bu

* Accepted by ICCV 2021 

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Cross-Layer Distillation with Semantic Calibration


Dec 06, 2020
Defang Chen, Jian-Ping Mei, Yuan Zhang, Can Wang, Zhe Wang, Yan Feng, Chun Chen

* AAAI-2021 

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Online Knowledge Distillation via Multi-branch Diversity Enhancement


Oct 02, 2020
Zheng Li, Ying Huang, Defang Chen, Tianren Luo, Ning Cai, Zhigeng Pan

* ACCV 2020 

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Online Knowledge Distillation with Diverse Peers


Dec 05, 2019
Defang Chen, Jian-Ping Mei, Can Wang, Yan Feng, Chun Chen

* Accepted to AAAI-2020 

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HAHE: Hierarchical Attentive Heterogeneous Information Network Embedding


Jan 31, 2019
Sheng Zhou, Jiajun Bu, Xin Wang, Jiawei Chen, Bingbing Hu, Defang Chen, Can Wang


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