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Locality-aware Channel-wise Dropout for Occluded Face Recognition


Jul 20, 2021
Mingjie He, Jie Zhang, Shiguang Shan, Xiao Liu, Zhongqin Wu, Xilin Chen


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Automatic Task Requirements Writing Evaluation via Machine Reading Comprehension


Jul 15, 2021
Shiting Xu, Guowei Xu, Peilei Jia, Wenbiao Ding, Zhongqin Wu, Zitao Liu

* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation


Jul 15, 2021
Hang Li, Yu Kang, Yang Hao, Wenbiao Ding, Zhongqin Wu, Zitao Liu

* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models


Jul 15, 2021
Qiongqiong Liu, Tianqiao Liu, Jiafu Zhao, Qiang Fang, Wenbiao Ding, Zhongqin Wu, Feng Xia, Jiliang Tang, Zitao Liu

* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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Multi-Task Learning based Online Dialogic Instruction Detection with Pre-trained Language Models


Jul 15, 2021
Yang Hao, Hang Li, Wenbiao Ding, Zhongqin Wu, Jiliang Tang, Rose Luckin, Zitao Liu

* AIED'21: The 22nd International Conference on Artificial Intelligence in Education, 2021 

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Robust Learning for Text Classification with Multi-source Noise Simulation and Hard Example Mining


Jul 15, 2021
Guowei Xu, Wenbiao Ding, Weiping Fu, Zhongqin Wu, Zitao Liu

* ECML-PKDD'21: The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021 

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Towards the Memorization Effect of Neural Networks in Adversarial Training


Jun 09, 2021
Han Xu, Xiaorui Liu, Wentao Wang, Wenbiao Ding, Zhongqin Wu, Zitao Liu, Anil Jain, Jiliang Tang

* Preprint, under submission 

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Multi-Scale Attention Neural Network for Acoustic Echo Cancellation


May 31, 2021
Lu Ma, Song Yang, Yaguang Gong, Zhongqin Wu

* 5 pages, 3 figures, 4 tables. arXiv admin note: substantial text overlap with arXiv:2105.14666 

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Noise Classification Aided Attention-Based Neural Network for Monaural Speech Enhancement


May 31, 2021
Lu Ma, Song Yang, Yaguang Gong, Zhongqin Wu

* 2 figures, 3 tables 

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Multi-Scale Temporal Convolution Network for Classroom Voice Detection


May 31, 2021
Lu Ma, Xintian Wang, Song Yang, Yaguang Gong, Zhongqin Wu

* 5 pages, 2 figures, 1 table 

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EchoFilter: End-to-End Neural Network for Acoustic Echo Cancellation


May 31, 2021
Lu Ma, Song Yang, Yaguang Gong, Xintian Wang, Zhongqin Wu

* 5 pages, 3 figures, 6 tabels 

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Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser


Mar 18, 2021
Yue Cao, Xiaohe Wu, Shuran Qi, Xiao Liu, Zhongqin Wu, Wangmeng Zuo

* The source code and pre-trained model are available at https://github.com/happycaoyue/Pseudo-ISP 

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AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text


Dec 18, 2020
Zhihong Shao, Zitao Liu, Jiyong Zhang, Zhongqin Wu, Minlie Huang

* Work in progress 

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Personalized Multimodal Feedback Generation in Education


Oct 31, 2020
Haochen Liu, Zitao Liu, Zhongqin Wu, Jiliang Tang

* Accepted in The 28th International Conference on Computational Linguistics (COLING 2020) 

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Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations


Oct 13, 2020
Tianqiao Liu, Qian Fang, Wenbiao Ding, Zhongqin Wu, Zitao Liu


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TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning


Apr 21, 2020
Pengcheng Wang, Zihao Wang, Zhilong Ji, Xiao Liu, Songfan Yang, Zhongqin Wu

* 4 pages, 2 figures, 3 tables, CVPRW2020 

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