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Universal Weighting Metric Learning for Cross-Modal Matching

Oct 07, 2020
Jiwei Wei, Xing Xu, Yang Yang, Yanli Ji, Zheng Wang, Heng Tao Shen


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Towards Fast, Accurate and Stable 3D Dense Face Alignment

Sep 21, 2020
Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, Stan Z. Li

* Accepted by ECCV 2020 

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AAG: Self-Supervised Representation Learning by Auxiliary Augmentation with GNT-Xent Loss

Sep 17, 2020
Yanlun Tu, Jianxing Feng, Yang Yang

* 8 pages,6 figures 

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GIKT: A Graph-based Interaction Model for Knowledge Tracing

Sep 13, 2020
Yang Yang, Jian Shen, Yanru Qu, Yunfei Liu, Kerong Wang, Yaoming Zhu, Weinan Zhang, Yong Yu

* 16 pages,2 figures, ECMLPKDD2020 

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Learning Adaptive Embedding Considering Incremental Class

Aug 31, 2020
Yang Yang, Zhen-Qiang Sun, HengShu Zhu, Yanjie Fu, Hui Xiong, Jian Yang

* 15 pages, 11 figures 

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S2OSC: A Holistic Semi-Supervised Approach for Open Set Classification

Aug 11, 2020
Yang Yang, Zhen-Qiang Sun, Hui Xiong, Jian Yang

* 10 pages, 3 figures 

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Hierarchical Bi-Directional Feature Perception Network for Person Re-Identification

Aug 08, 2020
Zhipu Liu, Lei Zhang, Yang Yang

* Accepted by ACM MM2020 

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Boundary Content Graph Neural Network for Temporal Action Proposal Generation

Aug 04, 2020
Yueran Bai, Yingying Wang, Yunhai Tong, Yang Yang, Qiyue Liu, Junhui Liu


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Service Chain Composition with Failures in NFV Systems: A Game-Theoretic Perspective

Aug 01, 2020
Simeng Bian, Xi Huang, Ziyu Shao, Xin Gao, Yang Yang


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Green Offloading in Fog-Assisted IoT Systems: An Online Perspective Integrating Learning and Control

Aug 01, 2020
Xin Gao, Xi Huang, Ziyu Shao, Yang Yang


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Data-Driven Bandit Learning for Proactive Cache Placement in Fog-Assisted IoT Systems

Aug 01, 2020
Xin Gao, Xi Huang, Yinxu Tang, Ziyu Shao, Yang Yang


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Multi-level Training and Bayesian Optimization for Economical Hyperparameter Optimization

Jul 20, 2020
Yang Yang, Ke Deng, Michael Zhu


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A Flexible Connector for Soft Modular Robots Based on Micropatterned Intersurface Jamming

Apr 10, 2020
Yu Alexander Tse, Shuai Liu, Yang Yang, Michael Yu Wang

* Accepted to ROBOSOFT 2020 

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Feedback Recurrent Autoencoder for Video Compression

Apr 09, 2020
Adam Golinski, Reza Pourreza, Yang Yang, Guillaume Sautiere, Taco S Cohen


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An Eigenspace Divide-and-Conquer Approach for Large-Scale Optimization

Apr 05, 2020
Zhigang Ren, Yongsheng Liang, Muyi Wang, Yang Yang, An Chen


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Guided Variational Autoencoder for Disentanglement Learning

Apr 02, 2020
Zheng Ding, Yifan Xu, Weijian Xu, Gaurav Parmar, Yang Yang, Max Welling, Zhuowen Tu

* Accepted to CVPR 2020 

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High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification

Apr 02, 2020
Guan'an Wang, Shuo Yang, Huanyu Liu, Zhicheng Wang, Yang Yang, Shuliang Wang, Gang Yu, Erjin Zhou, Jian Sun

* accepted by CVPR'20 

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Probability Weighted Compact Feature for Domain Adaptive Retrieval

Mar 06, 2020
Fuxiang Huang, Lei Zhang, Yang Yang, Xichuan Zhou

* Accepted by CVPR 2020; The source code is available at https://github.com/fuxianghuang1/PWCF 

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A Big Data Enabled Channel Model for 5G Wireless Communication Systems

Feb 28, 2020
Jie Huang, Cheng-Xiang Wang, Lu Bai, Jian Sun, Yang Yang, Jie Li, Olav Tirkkonen, Ming-Tuo Zhou


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Distributed Bayesian Matrix Decomposition for Big Data Mining and Clustering

Feb 10, 2020
Chihao Zhang, Yang Yang, Wei Zhang, Shihua Zhang

* 12 pages, 6 figures 

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SQLFlow: A Bridge between SQL and Machine Learning

Jan 19, 2020
Yi Wang, Yang Yang, Weiguo Zhu, Yi Wu, Xu Yan, Yongfeng Liu, Yu Wang, Liang Xie, Ziyao Gao, Wenjing Zhu, Xiang Chen, Wei Yan, Mingjie Tang, Yuan Tang


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Cross-modal supervised learning for better acoustic representations

Jan 01, 2020
Shaoyong Jia, Xin Shu, Yang Yang, Dawei Liang, Qiyue Liu, Junhui Liu


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In Defense of the Triplet Loss Again: Learning Robust Person Re-Identification with Fast Approximated Triplet Loss and Label Distillation

Dec 19, 2019
Ye Yuan, Wuyang Chen, Yang Yang, Zhangyang Wang


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Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification

Nov 27, 2019
Ye Yuan, Wuyang Chen, Tianlong Chen, Yang Yang, Zhou Ren, Zhangyang Wang, Gang Hua

* WACV 2020 accepted 

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LaFIn: Generative Landmark Guided Face Inpainting

Nov 26, 2019
Yang Yang, Xiaojie Guo, Jiayi Ma, Lin Ma, Haibin Ling


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