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Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation

Oct 09, 2020
Tielin Zhang, Shuncheng Jia, Xiang Cheng, Bo Xu


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Finite Meta-Dynamic Neurons in Spiking Neural Networks for Spatio-temporal Learning

Oct 07, 2020
Xiang Cheng, Tielin Zhang, Shuncheng Jia, Bo Xu

* 24 pages, 8 figures, 4 tables 

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SDST: Successive Decoding for Speech-to-text Translation

Sep 21, 2020
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li


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TED: Triple Supervision Decouples End-to-end Speech-to-text Translation

Sep 21, 2020
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li


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Shifu2: A Network Representation Learning Based Model for Advisor-advisee Relationship Mining

Aug 17, 2020
Jiaying Liu, Feng Xia, Lei Wang, Bo Xu, Xiangjie Kong, Hanghang Tong, Irwin King


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DINE: A Framework for Deep Incomplete Network Embedding

Aug 09, 2020
Ke Hou, Jiaying Liu, Yin Peng, Bo Xu, Ivan Lee, Feng Xia

* The 32nd Australasian Joint Conference on Artificial Intelligence (AI), 2-5 Dec 2019, Adelaide Australia 
* 12 pages, 3 figures 

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MODEL: Motif-based Deep Feature Learning for Link Prediction

Aug 09, 2020
Lei Wang, Jing Ren, Bo Xu, Jianxin Li, Wei Luo, Feng Xia

* IEEE Transactions on Computational Social Systems, 7(2): 503-516, April 2020 
* 14 pages, 7 figures 

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A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition

May 25, 2020
Linhao Dong, Cheng Yi, Jianzong Wang, Shiyu Zhou, Shuang Xu, Xueli Jia, Bo Xu

* 4 pages, 2 figures 

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Deep Learning Guided Building Reconstruction from Satellite Imagery-derived Point Clouds

May 19, 2020
Bo Xu, Xu Zhang, Zhixin Li, Matt Leotta, Shih-Fu Chang, Jie Shan


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Discriminative Multi-modality Speech Recognition

May 13, 2020
Bo Xu, Cheng Lu, Yandong Guo, Jacob Wang

* CVPR2020 

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Speaker-aware speech-transformer

Jan 02, 2020
Zhiyun Fan, Jie Li, Shiyu Zhou, Bo Xu


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DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog

Dec 18, 2019
Feilong Chen, Fandong Meng, Jiaming Xu, Peng Li, Bo Xu, Jie Zhou

* Accepted at AAAI 2020 

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Few-Features Attack to Fool Machine Learning Models through Mask-Based GAN

Nov 12, 2019
Feng Chen, Yunkai Shang, Bo Xu, Jincheng Hu


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Unsupervised pre-traing for sequence to sequence speech recognition

Oct 28, 2019
Zhiyun Fan, Shiyu Zhou, Bo Xu


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Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning

Aug 16, 2019
Jiancheng Long, Hongming Zhang, Tianyang Yu, Bo Xu


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CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition

May 27, 2019
Linhao Dong, Bo Xu

* 8 pages, 3 figures 

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Reference-Based Sequence Classification

May 17, 2019
Zengyou He, Guangyao Xu, Chaohua Sheng, Bo Xu, Quan Zou


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Material Segmentation of Multi-View Satellite Imagery

Apr 17, 2019
Matthew Purri, Jia Xue, Kristin Dana, Matthew Leotta, Dan Lipsa, Zhixin Li, Bo Xu, Jie Shan

* 9 pages, 6 figures 

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Self-Attention Aligner: A Latency-Control End-to-End Model for ASR Using Self-Attention Network and Chunk-Hopping

Feb 18, 2019
Linhao Dong, Feng Wang, Bo Xu

* To appear at ICASSP 2019 

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A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symmetric STDP Rule

Dec 17, 2018
Yunzhe Hao, Xuhui Huang, Meng Dong, Bo Xu

* 24 pages, 6 figures 

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Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks

Nov 15, 2018
Jing Shi, Jiaming Xu, Yiqun Yao, Bo Xu

* 27 pages, 2 figures 

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Cascaded Mutual Modulation for Visual Reasoning

Sep 06, 2018
Yiqun Yao, Jiaming Xu, Feng Wang, Bo Xu

* to appear in EMNLP 2018 

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Single-channel Speech Dereverberation via Generative Adversarial Training

Jun 25, 2018
Chenxing Li, Tieqiang Wang, Shuang Xu, Bo Xu

* 5 pages. Accepted by Interspeech 2018 

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Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin

Jun 17, 2018
Linhao Dong, Shiyu Zhou, Wei Chen, Bo Xu

* To appear in Interspeech 2018 

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Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages

Jun 14, 2018
Shiyu Zhou, Shuang Xu, Bo Xu

* arXiv admin note: text overlap with arXiv:1805.06239 

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Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese

Jun 04, 2018
Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu

* accepted by INTERSPEECH2018 

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NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text Recognition

Jun 04, 2018
Fenfen Sheng, Zhineng Chen, Bo Xu

* 9 pages, 5 figures, 3 tables 

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A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese

May 18, 2018
Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu

* arXiv admin note: substantial text overlap with arXiv:1804.10752 

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Unsupervised Neural Machine Translation with Weight Sharing

Apr 24, 2018
Zhen Yang, Wei Chen, Feng Wang, Bo Xu

* ACL2018 
* Unsupervised NMT, Accepted by ACL2018, code released 

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