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Training few-shot classification via the perspective of minibatch and pretraining


Apr 10, 2020
Meiyu Huang, Xueshuang Xiang, Yao Xu

* arXiv admin note: text overlap with arXiv:1803.00676 by other authors 

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Transfer Learning with Dynamic Adversarial Adaptation Network


Sep 18, 2019
Chaohui Yu, Jindong Wang, Yiqiang Chen, Meiyu Huang

* ICDM 2019 long paper (9.08% acceptance rate); 9 pages; code available at http://transferlearning.xyz 

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Transfer Learning with Dynamic Distribution Adaptation


Sep 17, 2019
Jindong Wang, Yiqiang Chen, Wenjie Feng, Han Yu, Meiyu Huang, Qiang Yang

* ACM Transactions on Intelligent Systems and Technology (ACM TIST) 2019 
* Accepted to ACM Transactions on Intelligent Systems and Technology (ACM TIST) 2019, 25 pages. arXiv admin note: text overlap with arXiv:1807.07258 

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Task-Driven Common Representation Learning via Bridge Neural Network


Jun 26, 2019
Yao Xu, Xueshuang Xiang, Meiyu Huang

* To appear in AAAI-19 proceedings 

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Easy Transfer Learning By Exploiting Intra-domain Structures


Apr 10, 2019
Jindong Wang, Yiqiang Chen, Han Yu, Meiyu Huang, Qiang Yang

* Camera-ready version of IEEE International Conference on Multimedia and Expo (ICME) 2019; code available at http://transferlearning.xyz/code/traditional/EasyTL 

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DropPruning for Model Compression


Dec 05, 2018
Haipeng Jia, Xueshuang Xiang, Da Fan, Meiyu Huang, Changhao Sun, Qingliang Meng, Yang He, Chen Chen


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Deep Transfer Learning for Cross-domain Activity Recognition


Aug 19, 2018
Jindong Wang, Vincent W. Zheng, Yiqiang Chen, Meiyu Huang

* ICCSE 2018 best paper; 8 pages 

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Visual Domain Adaptation with Manifold Embedded Distribution Alignment


Jul 28, 2018
Jindong Wang, Wenjie Feng, Yiqiang Chen, Han Yu, Meiyu Huang, Philip S. Yu

* ACM Multimedia conference 2018 (ACM MM) ORAL paper; top 10 papers; 9 pages; code available at http://transferlearning.xyz 

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Cross-position Activity Recognition with Stratified Transfer Learning


Jun 26, 2018
Yiqiang Chen, Jindong Wang, Meiyu Huang, Han Yu

* An extension of our PerCom 18 paper arXiv:1801.00820; submit to PMC journal (Pervasive and Mobile Computing); 22 pages 

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