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Fast query-by-example speech search using separable model


Sep 18, 2021
Yuguang Yang, Yu Pan, Xin Dong, Minqiang Xu

* 8pages, 8 figures 

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Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion


Jul 13, 2021
Xin Dong, Hongxu Yin, Jose M. Alvarez, Jan Kautz, Pavlo Molchanov

* A new inversion method to reverse neural networks and get input from intermediate feature maps. Works without original data for classifiers and GANs 

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A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration


Jun 13, 2021
Yuhang Li, Shikuang Deng, Xin Dong, Ruihao Gong, Shi Gu


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Lightweight Detection of Out-of-Distribution and Adversarial Samples via Channel Mean Discrepancy


Apr 23, 2021
Xin Dong, Junfeng Guo, Wei-Te Ting, H. T. Kung


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Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification


Jul 29, 2020
Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo

* SIGIR 2020 (Short Paper) 

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Efficient Bitwidth Search for Practical Mixed Precision Neural Network


Mar 17, 2020
Yuhang Li, Wei Wang, Haoli Bai, Ruihao Gong, Xin Dong, Fengwei Yu

* 21 pages, 7 figures 

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ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs


Jan 29, 2020
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo


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Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation


Dec 18, 2019
Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo

* AAAI 2020 

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RTN: Reparameterized Ternary Network


Dec 12, 2019
Yuhang Li, Xin Dong, Sai Qian Zhang, Haoli Bai, Yuanpeng Chen, Wei Wang

* To appear at AAAI-20 

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Design, Modelling and Validation of a Novel Extra Slender Continuum Robot for In-situ Inspection and Repair in Aeroengine


Oct 09, 2019
Mingfeng Wang, Xin Dong, Weiming Ba, Abdelkhalick Mohammad, Dragos Axinte, Andy Norton

* 11 pages, 12 figures, journal 

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Additive Powers-of-Two Quantization: A Non-uniform Discretization for Neural Networks


Sep 28, 2019
Yuhang Li, Xin Dong, Wei Wang

* quantization, efficient neural network 

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Full-stack Optimization for Accelerating CNNs with FPGA Validation


May 01, 2019
Bradley McDanel, Sai Qian Zhang, H. T. Kung, Xin Dong


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A Main/Subsidiary Network Framework for Simplifying Binary Neural Network


Dec 11, 2018
Yinghao Xu, Xin Dong, Yudian Li, Hao Su

* 9 pages and 9 figures 

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What and Where: A Context-based Recommendation System for Object Insertion


Nov 24, 2018
Song-Hai Zhang, Zhengping Zhou, Bin Liu, Xin Dong, Dun Liang, Peter Hall, Shi-Min Hu


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Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit?


Jun 20, 2018
Shilin Zhu, Xin Dong, Hao Su

* submitted to NIPS'18 

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Pose2Seg: Human Instance Segmentation Without Detection


Mar 28, 2018
Ruilong Li, Xin Dong, Zixi Cai, Dingcheng Yang, Haozhi Huang, Song-Hai Zhang, Paul L. Rosin, Shi-Min Hu

* 13 pages 

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Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon


Nov 09, 2017
Xin Dong, Shangyu Chen, Sinno Jialin Pan


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