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DeEPCA: Decentralized Exact PCA with Linear Convergence Rate

Feb 08, 2021
Haishan Ye, Tong Zhang

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Nondiscriminatory Treatment: a straightforward framework for multi-human parsing

Jan 26, 2021
Min Yan, Guoshan Zhang, Tong Zhang, Yueming Zhang

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PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction

Dec 30, 2020
Haishan Ye, Wei Xiong, Tong Zhang

* 29 pages, 5 figures 

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Mathematical Models of Overparameterized Neural Networks

Dec 27, 2020
Cong Fang, Hanze Dong, Tong Zhang

* Proceedings of the IEEE, 2021 

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3D Object Classification on Partial Point Clouds: A Practical Perspective

Dec 23, 2020
Zelin Xu, Ke Chen, Tong Zhang, C. L. Philip Chen, Kui Jia

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Multi-modal AsynDGAN: Learn From Distributed Medical Image Data without Sharing Private Information

Dec 15, 2020
Qi Chang, Zhennan Yan, Lohendran Baskaran, Hui Qu, Yikai Zhang, Tong Zhang, Shaoting Zhang, Dimitris N. Metaxas

* arXiv admin note: text overlap with arXiv:2006.00080 

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VEGA: Towards an End-to-End Configurable AutoML Pipeline

Nov 05, 2020
Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Xiaozhi Fang, Ning Kang, Lanqing Hong, Wei Zhang, Yong Li, Zhicheng Liu, Zhenguo Li, Wenzhi Liu, Tong Zhang

* AutoML pipeline. Code is open-sourced at 

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Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets

Oct 28, 2020
Kai Han, Yunhe Wang, Qiulin Zhang, Wei Zhang, Chunjing Xu, Tong Zhang

* NeurIPS 2020 

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Improving Constituency Parsing with Span Attention

Oct 15, 2020
Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang

* Natural Language Processing. 13 pages, 6 figures. Findings of EMNLP-2020 

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Interest-Behaviour Multiplicative Network for Resource-limited Recommendation

Oct 10, 2020
Qianliang Wu, Tong Zhang, Zhen Cui, Jian Yang

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Propagation Model Search for Graph Neural Networks

Oct 07, 2020
Yuhui Ding, Quanming Yao, Tong Zhang

* 10 pages 

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Disentangled Generative Causal Representation Learning

Oct 06, 2020
Xinwei Shen, Furui Liu, Hanze Dong, Qing Lian, Zhitang Chen, Tong Zhang

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CorrAttack: Black-box Adversarial Attack with Structured Search

Oct 03, 2020
Zhichao Huang, Yaowei Huang, Tong Zhang

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Instance-Aware Graph Convolutional Network for Multi-Label Classification

Aug 19, 2020
Yun Wang, Tong Zhang, Zhen Cui, Chunyan Xu, Jian Yang

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Graph Wasserstein Correlation Analysis for Movie Retrieval

Aug 06, 2020
Xueya Zhang, Tong Zhang, Xiaobin Hong, Zhen Cui, Jian Yang

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Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation

Jul 30, 2020
Hongtao Yang, Tong Zhang, Wenbing Huang, Xuming He, Fatih Porikli

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CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search

Jul 22, 2020
Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

* Published at ECCV2020 

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Modeling from Features: a Mean-field Framework for Over-parameterized Deep Neural Networks

Jul 03, 2020
Cong Fang, Jason D. Lee, Pengkun Yang, Tong Zhang

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Guided Learning of Nonconvex Models through Successive Functional Gradient Optimization

Jun 30, 2020
Rie Johnson, Tong Zhang

* ICML 2020 

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Picasso: A Sparse Learning Library for High Dimensional Data Analysis in R and Python

Jun 27, 2020
Jason Ge, Xingguo Li, Haoming Jiang, Han Liu, Tong Zhang, Mengdi Wang, Tuo Zhao

* Journal of Machine Learning Research 20 (2019): 44-1 

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Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data

Jun 14, 2020
Qi Chang, Hui Qu, Yikai Zhang, Mert Sabuncu, Chao Chen, Tong Zhang, Dimitris Metaxas

* The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, pp. 13856-13866 

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End-to-end Learning for Inter-Vehicle Distance and Relative Velocity Estimation in ADAS with a Monocular Camera

Jun 09, 2020
Zhenbo Song, Jianfeng Lu, Tong Zhang, Hongdong Li

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Multi-consensus Decentralized Accelerated Gradient Descent

May 02, 2020
Haishan Ye, Luo Luo, Ziang Zhou, Tong Zhang

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