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Effective Action Recognition with Embedded Key Point Shifts


Aug 26, 2020
Haozhi Cao, Yuecong Xu, Jianfei Yang, Kezhi Mao, Jianxiong Yin, Simon See

* 35 pages, 10 figures 

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PNL: Efficient Long-Range Dependencies Extraction with Pyramid Non-Local Module for Action Recognition


Jun 09, 2020
Yuecong Xu, Haozhi Cao, Jianfei Yang, Kezhi Mao, Jianxiong Yin, Simon See

* Single column, 26 pages, 6 figures 

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ARID: A New Dataset for Recognizing Action in the Dark


Jun 09, 2020
Yuecong Xu, Jianfei Yang, Haozhi Cao, Kezhi Mao, Jianxiong Yin, Simon See

* 6 pages, 7 figures, Data available at https://xuyu0010.github.io/arid 

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Exploiting Inter-Frame Regional Correlation for Efficient Action Recognition


May 06, 2020
Yuecong Xu, Jianfei Yang, Kezhi Mao, Jianxiong Yin, Simon See

* 24 pages (exclude reference), 7 figures, 4 tables 

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Dependently Typed Knowledge Graphs


Mar 08, 2020
Zhangsheng Lai, Aik Beng Ng, Liang Ze Wong, Simon See, Shaowei Lin


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Understanding Top-k Sparsification in Distributed Deep Learning


Nov 20, 2019
Shaohuai Shi, Xiaowen Chu, Ka Chun Cheung, Simon See

* 14 pages 

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Improving Deep Lesion Detection Using 3D Contextual and Spatial Attention


Jul 09, 2019
Qingyi Tao, Zongyuan Ge, Jianfei Cai, Jianxiong Yin, Simon See

* Accepted by MICCAI 2019 

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Secure Deep Learning Engineering: A Software Quality Assurance Perspective


Oct 10, 2018
Lei Ma, Felix Juefei-Xu, Minhui Xue, Qiang Hu, Sen Chen, Bo Li, Yang Liu, Jianjun Zhao, Jianxiong Yin, Simon See


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Coverage-Guided Fuzzing for Deep Neural Networks


Sep 07, 2018
Xiaofei Xie, Lei Ma, Felix Juefei-Xu, Hongxu Chen, Minhui Xue, Bo Li, Yang Liu, Jianjun Zhao, Jianxiong Yin, Simon See


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Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks


Jan 29, 2018
Jason Kuen, Xiangfei Kong, Zhe Lin, Gang Wang, Jianxiong Yin, Simon See, Yap-Peng Tan


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CRNN: A Joint Neural Network for Redundancy Detection


Jun 04, 2017
Xinyu Fu, Eugene Ch'ng, Uwe Aickelin, Simon See

* Conference paper accepted at IEEE SMARTCOMP 2017, Hong Kong 

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Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks


Aug 03, 2016
Jinghua Wang, Zhenhua Wang, Dacheng Tao, Simon See, Gang Wang

* ECCV 2016, 16 pages, 3 figures 

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