3D Crowd Counting via Multi-View Fusion with 3D Gaussian Kernels

Mar 18, 2020
Qi Zhang, Antoni B. Chan

* 8 pages, 5 figures, AAAI Conference on Artificial Intelligence, AAAI, New York, Feb 2020 

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Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study

Jan 12, 2020
Jinlan Fu, Pengfei Liu, Qi Zhang, Xuanjing Huang

* Accepted by AAAI 2020 

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Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring -- The Winning Solution of the 2017 International Aftershock Detection Contest

Nov 21, 2019
Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong

* The Winning Solution of the 2017 International Aftershock Detection Contest (Earth Brain) 

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Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features

Nov 18, 2019
Tao Gui, Lizhi Qing, Qi Zhang, Jiacheng Ye, HangYan, Zichu Fei, Xuanjing Huang


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Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication

Nov 11, 2019
Ruize Wang, Zhongyu Wei, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang

* 12 pages, 5 figures, 5 tables submitted for consideration of publication to the IEEE Transactions on Audio, Speech, and Language Processing, 2019 

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Discrete Argument Representation Learning for Interactive Argument Pair Identification

Nov 05, 2019
Lu Ji, Zhongyu Wei, Jing Li, Qi Zhang, Xuanjing Huang

* 10 pages, 5 figures, 3 tables submitted for consideration of publication to the IEEE Transactions on Audio, Speech, and Language Processing, 2019 

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Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis

Sep 18, 2019
Minlong Peng, Qi Zhang, Xuanjing Huang

* Address the problem of the domain-invariant representation learning framework under target shift 

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Self-driving scale car trained by Deep reinforcement Learning

Sep 08, 2019
Qi Zhang, Tao Du


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Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control

Sep 06, 2019
Sai Qian Zhang, Qi Zhang, Jieyu Lin


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Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks

Aug 18, 2019
Yanzhao Wu, Ling Liu, Juhyun Bae, Ka-Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang


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Simplify the Usage of Lexicon in Chinese NER

Aug 16, 2019
Minlong Peng, Ruotian Ma, Qi Zhang, Xuanjing Huang

* Use Lexicon for Chinese NER as simply as possible 

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Person Re-identification in Aerial Imagery

Aug 14, 2019
Shizhou Zhang, Qi Zhang, Xing Wei, Peng Wang, Bingliang Jiao, Yanning Zhang

* Submitted to IEEE Transactions on Multimedia 

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Image Super-Resolution Using a Wavelet-based Generative Adversarial Network

Jul 24, 2019
Qi Zhang, Huafeng Wang, Sichen Yang


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Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning

Jun 11, 2019
Minlong Peng, Xiaoyu Xing, Qi Zhang, Jinlan Fu, Xuanjing Huang

* to appear at ACL 2019 (revise expression of equation (4)) 

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Time-Series Anomaly Detection Service at Microsoft

Jun 10, 2019
Hansheng Ren, Bixiong Xu, Yujing Wang, Chao Yi, Congrui Huang, Xiaoyu Kou, Tony Xing, Mao Yang, Jie Tong, Qi Zhang

* KDD 2019 

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Seq-SetNet: Exploring Sequence Sets for Inferring Structures

Jun 06, 2019
Fusong Ju, Jianwei Zhu, Guozheng Wei, Qi Zhang, Shiwei Sun, Dongbo Bu


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Learning Task-specific Representation for Novel Words in Sequence Labeling

May 29, 2019
Minlong Peng, Qi Zhang, Xiaoyu Xing, Tao Gui, Jinlan Fu, Xuanjing Huang

* This work has been accepted by IJCAI 2019 

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Address Instance-level Label Prediction in Multiple Instance Learning

May 29, 2019
Minlong Peng, Qi Zhang

* This work address Multiple Instance Learning 

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Posterior-regularized REINFORCE for Instance Selection in Distant Supervision

Apr 17, 2019
Qi Zhang, Siliang Tang, Xiang Ren, Fei Wu, Shiliang Pu, Yueting Zhuang

* naacl 2019 
* Five pages 

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Sogou Machine Reading Comprehension Toolkit

Apr 01, 2019
Jindou Wu, Yunlun Yang, Chao Deng, Hongyi Tang, Bingning Wang, Haoze Sun, Ting Yao, Qi Zhang


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A Unified Framework for Marketing Budget Allocation

Feb 04, 2019
Kui Zhao, Junhao Hua, Ling Yan, Qi Zhang, Huan Xu, Cheng Yang

* 11 pages, 8 figures 

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Long Short-Term Memory with Dynamic Skip Connections

Nov 09, 2018
Tao Gui, Qi Zhang, Lujun Zhao, Yaosong Lin, Minlong Peng, Jingjing Gong, Xuanjing Huang


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A Comparative Measurement Study of Deep Learning as a Service Framework

Oct 29, 2018
Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang


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Predicting protein inter-residue contacts using composite likelihood maximization and deep learning

Aug 31, 2018
Haicang Zhang, Qi Zhang, Fusong Ju, Jianwei Zhu, Shiwei Sun, Yujuan Gao, Ziwei Xie, Minghua Deng, Shiwei Sun, Wei-Mou Zheng, Dongbo Bu


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A Generic Multi-Projection-Center Model and Calibration Method for Light Field Cameras

Aug 07, 2018
Qi Zhang, Chunping Zhang, Jinbo Ling, Qing Wang, Jingyi Yu

* accepted by T-PAMI 

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Minimizing Maximum Regret in Commitment Constrained Sequential Decision Making

Mar 14, 2017
Qi Zhang, Satinder Singh, Edmund Durfee


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Learning Word Embeddings from Intrinsic and Extrinsic Views

Aug 20, 2016
Jifan Chen, Kan Chen, Xipeng Qiu, Qi Zhang, Xuanjing Huang, Zheng Zhang


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Optimality of Graphlet Screening in High Dimensional Variable Selection

Jun 13, 2014
Jiashun Jin, Cun-Hui Zhang, Qi Zhang


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Multiscale probability transformation of basic probability assignment

Jun 06, 2014
Meizhu Li, Qi Zhang, Yong Deng

* 22 pages, 1 figure 

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