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ZEN 2.0: Continue Training and Adaption for N-gram Enhanced Text Encoders


May 04, 2021
Yan Song, Tong Zhang, Yonggang Wang, Kai-Fu Lee

* 13 pages, 7 figures 

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Effective Sparsification of Neural Networks with Global Sparsity Constraint


May 03, 2021
Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang


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Geometry-aware data augmentation for monocular 3D object detection


Apr 12, 2021
Qing Lian, Botao Ye, Ruijia Xu, Weilong Yao, Tong Zhang


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Reinforced Attention for Few-Shot Learning and Beyond


Apr 09, 2021
Jie Hong, Pengfei Fang, Weihao Li, Tong Zhang, Christian Simon, Mehrtash Harandi, Lars Petersson


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Modeling Object Dissimilarity for Deep Saliency Prediction


Apr 08, 2021
Bahar Aydemir, Deblina Bhattacharjee, Seungryong Kim, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk


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Uncertainty-aware Joint Salient Object and Camouflaged Object Detection


Apr 06, 2021
Aixuan Li, Jing Zhang, Yunqiu Lv, Bowen Liu, Tong Zhang, Yuchao Dai

* Accepted to IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. Aixuan Li and Jing Zhang contributed equally 

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Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling


Mar 26, 2021
Zhichao Huang, Xintong Han, Jia Xu, Tong Zhang

* CVPR 2021 

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Involution: Inverting the Inherence of Convolution for Visual Recognition


Mar 10, 2021
Duo Li, Jie Hu, Changhu Wang, Xiangtai Li, Qi She, Lei Zhu, Tong Zhang, Qifeng Chen

* Accepted to CVPR 2021. Code and models are available at https://github.com/d-li14/involution 

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Spatial-Temporal Tensor Graph Convolutional Network for Traffic Prediction


Mar 10, 2021
Xuran Xu, Tong Zhang, Chunyan Xu, Zhen Cui, Jian Yang


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Siamese Labels Auxiliary Network(SiLaNet)


Mar 06, 2021
Wenrui Gan, Zhulin Liu, C. L. Philip Chen, Tong Zhang


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Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning


Mar 01, 2021
Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang

* accepted by ISBI 2021 

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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 https://github.com/huawei-noah/vega 

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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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