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Semi-supervised learning for medical image classification using imbalanced training data


Aug 20, 2021
Tri Huynh, Aiden Nibali, Zhen He

* This paper has 28 pages, 7 figures 

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Pose is all you need: The pose only group activity recognition system (POGARS)


Aug 09, 2021
Haritha Thilakarathne, Aiden Nibali, Zhen He, Stuart Morgan

* 12 pages, 7 figures 

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Improving Sequential Recommendation Consistency with Self-Supervised Imitation


Jun 29, 2021
Xu Yuan, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Zhuoye Ding, Zhen He, Bo Long

* accepted by IJCAI 2021 

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A comprehensive solution to retrieval-based chatbot construction


Jun 11, 2021
Kristen Moore, Shenjun Zhong, Zhen He, Torsten Rudolf, Nils Fisher, Brandon Victor, Neha Jindal


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Enhancing Trajectory Prediction using Sparse Outputs: Application to Team Sports


Jun 01, 2021
Brandon Victor, Aiden Nibali, Zhen He, David L. Carey

* 10 pages (not including references), 7 figures. Published in Neural Computing and Applications on 20 March 2021 

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Distributed Training of Deep Learning Models: A Taxonomic Perspective


Jul 08, 2020
Matthias Langer, Zhen He, Wenny Rahayu, Yanbo Xue

* IEEE Transactions on Parallel and Distributed Systems, 2020, Volume: 31, Issue: 12, Pages: 2802-2818 

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Tracking by Animation: Unsupervised Learning of Multi-Object Attentive Trackers


Sep 10, 2018
Zhen He, Jian Li, Daxue Liu, Hangen He, David Barber

* Submitted to AAAI 2019 

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3D Human Pose Estimation with 2D Marginal Heatmaps


Jun 05, 2018
Aiden Nibali, Zhen He, Stuart Morgan, Luke Prendergast


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Numerical Coordinate Regression with Convolutional Neural Networks


May 03, 2018
Aiden Nibali, Zhen He, Stuart Morgan, Luke Prendergast


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Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning


Dec 13, 2017
Zhen He, Shaobing Gao, Liang Xiao, Daxue Liu, Hangen He, David Barber

* Accepted by NIPS 2017 

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Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural Networks


May 28, 2017
Brandon Victor, Zhen He, Stuart Morgan, Dino Miniutti


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Extraction and Classification of Diving Clips from Continuous Video Footage


May 25, 2017
Aiden Nibali, Zhen He, Stuart Morgan, Daniel Greenwood

* To appear at CVsports 2017 

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