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Multilingual and Multi-Aspect Hate Speech Analysis

Aug 29, 2019
Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung


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Knowledge Query Network: How Knowledge Interacts with Skills

Aug 08, 2019
Jinseok Lee, Dit-Yan Yeung

* Proceedings of the 9th International Conference on Learning Analytics & Knowledge Tempe, AZ, USA, March 04 - 08, 2019 
* 10 pages, Learning Analytics & Knowledge 2019 

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Movable-Object-Aware Visual SLAM via Weakly Supervised Semantic Segmentation

Jul 31, 2019
Ting Sun, Yuxiang Sun, Ming Liu, Dit-Yan Yeung


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Marginalized Average Attentional Network for Weakly-Supervised Learning

May 21, 2019
Yuan Yuan, Yueming Lyu, Xi Shen, Ivor W. Tsang, Dit-Yan Yeung


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Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues

Apr 03, 2019
Ting Sun, Lei Tai, Zhihan Gao, Ming Liu, Dit-Yan Yeung


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Effective Feature Learning with Unsupervised Learning for Improving the Predictive Models in Massive Open Online Courses

Dec 18, 2018
Mucong Ding, Kai Yang, Dit-Yan Yeung, Ting-Chuen Pong

* 10 pages, 13 figures, accepted at LAK'19 

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Semi-Semantic Line-Cluster Assisted Monocular SLAM for Indoor Environments

Nov 05, 2018
Ting Sun, Dezhen Song, Dit-Yan Yeung, Ming Liu


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Point-cloud-based place recognition using CNN feature extraction

Oct 23, 2018
Ting Sun, Ming Liu, Haoyang Ye, Dit-Yan Yeung


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Machine Learning for Spatiotemporal Sequence Forecasting: A Survey

Aug 21, 2018
Xingjian Shi, Dit-Yan Yeung


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Sparse Boltzmann Machines with Structure Learning as Applied to Text Analysis

Aug 05, 2018
Zhourong Chen, Nevin L. Zhang, Dit-Yan Yeung, Peixian Chen

* AAAI 2017 

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Addressing Two Problems in Deep Knowledge Tracing via Prediction-Consistent Regularization

Jun 06, 2018
Chun-Kit Yeung, Dit-Yan Yeung

* 10 pages, L@S 2018 

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GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs

Mar 20, 2018
Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung


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Gesture-based Piloting of an Aerial Robot using Monocular Vision

Mar 02, 2018
Ting Sun, Shengyi Nie, Dit-Yan Yeung, Shaojie Shen


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Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model

Oct 05, 2017
Xingjian Shi, Zhihan Gao, Leonard Lausen, Hao Wang, Dit-Yan Yeung, Wai-kin Wong, Wang-chun Woo

* NIPS 2017 Spotlight 

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Learning Unmanned Aerial Vehicle Control for Autonomous Target Following

Sep 24, 2017
Siyi Li, Tianbo Liu, Chi Zhang, Dit-Yan Yeung, Shaojie Shen


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Temporal Dynamic Graph LSTM for Action-driven Video Object Detection

Aug 02, 2017
Yuan Yuan, Xiaodan Liang, Xiaolong Wang, Dit-Yan Yeung, Abhinav Gupta

* To appear in ICCV 2017 

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Spatiotemporal Modeling for Crowd Counting in Videos

Jul 25, 2017
Feng Xiong, Xingjian Shi, Dit-Yan Yeung

* Accepted by ICCV 2017 

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Fine-Grained Categorization via CNN-Based Automatic Extraction and Integration of Object-Level and Part-Level Features

Jun 22, 2017
Ting Sun, Lin Sun, Dit-Yan Yeung

* 45 pages, 20 figures, accepted by Image and Vision Computing 

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ZM-Net: Real-time Zero-shot Image Manipulation Network

Mar 22, 2017
Hao Wang, Xiaodan Liang, Hao Zhang, Dit-Yan Yeung, Eric P. Xing


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Dynamic Key-Value Memory Networks for Knowledge Tracing

Feb 17, 2017
Jiani Zhang, Xingjian Shi, Irwin King, Dit-Yan Yeung

* To appear in 26th International Conference on World Wide Web (WWW), 2017 

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Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks

Nov 02, 2016
Hao Wang, Xingjian Shi, Dit-Yan Yeung

* To appear at NIPS 2016 

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Natural-Parameter Networks: A Class of Probabilistic Neural Networks

Nov 02, 2016
Hao Wang, Xingjian Shi, Dit-Yan Yeung

* To appear at NIPS 2016 

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Towards Bayesian Deep Learning: A Framework and Some Existing Methods

Sep 03, 2016
Hao Wang, Dit-Yan Yeung

* To appear in IEEE Transactions on Knowledge and Data Engineering (TKDE), 2016. This is a slightly shorter version of the survey arXiv:1604.01662 

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Towards Bayesian Deep Learning: A Survey

Apr 07, 2016
Hao Wang, Dit-Yan Yeung


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Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks

Oct 02, 2015
Lin Sun, Kui Jia, Dit-Yan Yeung, Bertram E. Shi


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Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Sep 19, 2015
Xingjian Shi, Zhourong Chen, Hao Wang, Dit-Yan Yeung, Wai-kin Wong, Wang-chun Woo


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Collaborative Deep Learning for Recommender Systems

Jun 18, 2015
Hao Wang, Naiyan Wang, Dit-Yan Yeung


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Understanding and Diagnosing Visual Tracking Systems

Apr 23, 2015
Naiyan Wang, Jianping Shi, Dit-Yan Yeung, Jiaya Jia


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