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Rethinking Audio-visual Synchronization for Active Speaker Detection


Jun 21, 2022
Abudukelimu Wuerkaixi, You Zhang, Zhiyao Duan, Changshui Zhang

* Accepted by IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2022) 

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Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking


May 31, 2022
Peng Dai, Yiqiang Feng, Renliang Weng, Changshui Zhang


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VD-PCR: Improving Visual Dialog with Pronoun Coreference Resolution


May 29, 2022
Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang

* Pattern Recognition, 125, 108540 (2022) 
* The manuscript version of the paper. The published version is available at https://doi.org/10.1016/j.patcog.2022.108540 . The data, code and models are available at: https://github.com/HKUST- KnowComp/VD-PCR 

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METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation


May 05, 2022
Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang

* NAACL 2022 Findings 

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Searching for Network Width with Bilaterally Coupled Network


Mar 25, 2022
Xiu Su, Shan You, Jiyang Xie, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu

* Extended version of CVPR 2021 paper BCNet arXiv:2105.10533 

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Relational Self-Supervised Learning


Mar 16, 2022
Mingkai Zheng, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu

* Extended version of NeurIPS 2021 paper. arXiv admin note: substantial text overlap with arXiv:2107.09282 

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A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility


Feb 28, 2022
Zhilong Liang, Zhiwei Li, Shuo Zhou, Yiwen Sun, Changshui Zhang, Jinying Yuan


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A Theoretical View of Linear Backpropagation and Its Convergence


Dec 21, 2021
Ziang Li, Yiwen Guo, Haodi Liu, Changshui Zhang


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Learned ISTA with Error-based Thresholding for Adaptive Sparse Coding


Dec 21, 2021
Ziang Li, Kailun Wu, Yiwen Guo, Changshui Zhang


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GreedyNASv2: Greedier Search with a Greedy Path Filter


Nov 24, 2021
Tao Huang, Shan You, Fei Wang, Chen Qian, Changshui Zhang, Xiaogang Wang, Chang Xu


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