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Feature Space Singularity for Out-of-Distribution Detection


Dec 16, 2020
Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Bin Dong, Xinyu Zhou

* 10 pages, 7 figures 

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A New Algorithm using Component-wise Adaptive Trimming For Robust Mixture Regression


Jun 10, 2020
Wennan Chang, Xinyu Zhou, Yong Zang, Chi Zhang, Sha Cao


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DPGN: Distribution Propagation Graph Network for Few-shot Learning


Apr 01, 2020
Ling Yang, Liangliang Li, Zilun Zhang, Xinyu Zhou, Erjin Zhou, Yu Liu

* Accepted by CVPR 2020 

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Learning Delicate Local Representations for Multi-Person Pose Estimation


Mar 10, 2020
Yuanhao Cai, Zhicheng Wang, Zhengxiong Luo, Binyi Yin, Angang Du, Haoqian Wang, Xinyu Zhou, Erjin Zhou, Xiangyu Zhang, Jian Sun


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DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients


Feb 02, 2018
Shuchang Zhou, Yuxin Wu, Zekun Ni, Xinyu Zhou, He Wen, Yuheng Zou


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Learning to Run with Actor-Critic Ensemble


Dec 25, 2017
Zhewei Huang, Shuchang Zhou, BoEr Zhuang, Xinyu Zhou

* 3 pages, 4 figures 

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ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices


Dec 07, 2017
Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, Jian Sun


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EAST: An Efficient and Accurate Scene Text Detector


Jul 10, 2017
Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, Jiajun Liang

* Accepted to CVPR 2017, fix equation (3) 

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Training Bit Fully Convolutional Network for Fast Semantic Segmentation


Dec 01, 2016
He Wen, Shuchang Zhou, Zhe Liang, Yuxiang Zhang, Dieqiao Feng, Xinyu Zhou, Cong Yao


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Effective Quantization Methods for Recurrent Neural Networks


Nov 30, 2016
Qinyao He, He Wen, Shuchang Zhou, Yuxin Wu, Cong Yao, Xinyu Zhou, Yuheng Zou


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Scene Text Detection via Holistic, Multi-Channel Prediction


Jul 05, 2016
Cong Yao, Xiang Bai, Nong Sang, Xinyu Zhou, Shuchang Zhou, Zhimin Cao

* 10 pages, 9 figures, 5 tables 

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Exploiting Local Structures with the Kronecker Layer in Convolutional Networks


Feb 04, 2016
Shuchang Zhou, Jia-Nan Wu, Yuxin Wu, Xinyu Zhou


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Incidental Scene Text Understanding: Recent Progresses on ICDAR 2015 Robust Reading Competition Challenge 4


Feb 03, 2016
Cong Yao, Jianan Wu, Xinyu Zhou, Chi Zhang, Shuchang Zhou, Zhimin Cao, Qi Yin

* 3 pages, 2 figures, 5 tables 

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ICDAR 2015 Text Reading in the Wild Competition


Jun 10, 2015
Xinyu Zhou, Shuchang Zhou, Cong Yao, Zhimin Cao, Qi Yin

* 3 pages, 2 figures 

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