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Dacheng Tao

School of Computer Science, The University of Sydney

Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding


Apr 13, 2021
Di Wu, Yiren Chen, Liang Ding, Dacheng Tao

* Work in progress 

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Glance and Gaze: Inferring Action-aware Points for One-Stage Human-Object Interaction Detection


Apr 12, 2021
Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao

* Accepted to CVPR2021 

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MRI-based Alzheimer's disease prediction via distilling the knowledge in multi-modal data


Apr 08, 2021
Hao Guan, Chaoyue Wang, Dacheng Tao

* 19 pages, 13 figures 

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Where and What? Examining Interpretable Disentangled Representations


Apr 07, 2021
Xinqi Zhu, Chang Xu, Dacheng Tao

* CVPR2021 

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Affordance Transfer Learning for Human-Object Interaction Detection


Apr 07, 2021
Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

* Accepted to CVPR2021 

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Online Multiple Object Tracking with Cross-Task Synergy


Apr 01, 2021
Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao

* accepted by CVPR 2021 

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Towards understanding the power of quantum kernels in the NISQ era


Mar 31, 2021
Xinbiao Wang, Yuxuan Du, Yong Luo, Dacheng Tao


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Detecting Human-Object Interaction via Fabricated Compositional Learning


Mar 25, 2021
Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao

* Accepted to CVPR2021; update code, figures, appendix(Object Detector Analysis) 

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Manifold Regularized Dynamic Network Pruning


Mar 10, 2021
Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu

* This paper is accepted by CVPR 2021. Key words: Filter pruning, Dynamic network, Network compression, Manifold regularization 

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SLUA: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning


Mar 07, 2021
Di Wu, Liang Ding, Shuo Yang, Dacheng Tao

* Work in progress 

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Learning Compositional Representation for Few-shot Visual Question Answering


Feb 21, 2021
Dalu Guo, Dacheng Tao


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Bayesian Inference Forgetting


Feb 18, 2021
Shaopeng Fu, Fengxiang He, Yue Xu, Dacheng Tao


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CPP-Net: Context-aware Polygon Proposal Network for Nucleus Segmentation


Feb 13, 2021
Shengcong Chen, Changxing Ding, Minfeng Liu, Dacheng Tao


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AdderNet and its Minimalist Hardware Design for Energy-Efficient Artificial Intelligence


Feb 03, 2021
Yunhe Wang, Mingqiang Huang, Kai Han, Hanting Chen, Wei Zhang, Chunjing Xu, Dacheng Tao


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A Survey on Visual Transformer


Jan 30, 2021
Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao


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Collaborative Teacher-Student Learning via Multiple Knowledge Transfer


Jan 27, 2021
Liyuan Sun, Jianping Gou, Baosheng Yu, Lan Du, Dacheng Tao

* 16 pages,5 figures,6 Tables 

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Understanding and Improving Lexical Choice in Non-Autoregressive Translation


Jan 27, 2021
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

* ICLR 2021 

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CAA : Channelized Axial Attention for Semantic Segmentation


Jan 19, 2021
Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao

* Work done in Mid 2020 

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Neural networks behave as hash encoders: An empirical study


Jan 14, 2021
Fengxiang He, Shiye Lei, Jianmin Ji, Dacheng Tao


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SPAGAN: Shortest Path Graph Attention Network


Jan 10, 2021
Yiding Yang, Xinchao Wang, Mingli Song, Junsong Yuan, Dacheng Tao

* Accepted by IJCAI 2019 

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Robustness, Privacy, and Generalization of Adversarial Training


Dec 25, 2020
Fengxiang He, Shaopeng Fu, Bohan Wang, Dacheng Tao


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Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing


Dec 25, 2020
Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao


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