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Converting Artificial Neural Networks to Spiking Neural Networks via Parameter Calibration



Yuhang Li , Shikuang Deng , Xin Dong , Shi Gu

* arXiv admin note: text overlap with arXiv:2106.06984 

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SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems



Xin Dong , Barbara De Salvo , Meng Li , Chiao Liu , Zhongnan Qu , H. T. Kung , Ziyun Li

* IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022 

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Dressing in the Wild by Watching Dance Videos



Xin Dong , Fuwei Zhao , Zhenyu Xie , Xijin Zhang , Daniel K. Du , Min Zheng , Xiang Long , Xiaodan Liang , Jianchao Yang

* Accepted at CVPR2022, Project: https://awesome-wflow.github.io 

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Fast query-by-example speech search using separable model



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



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



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



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



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



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



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


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