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MTLDesc: Looking Wider to Describe Better


Mar 14, 2022
Changwei Wang, Rongtao Xu, Yuyang Zhang, Shibiao Xu, Weiliang Meng, Bin Fan, Xiaopeng Zhang


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A Deep Learning Inference Scheme Based on Pipelined Matrix Multiplication Acceleration Design and Non-uniform Quantization


Oct 10, 2021
Yuyang Zhang, Dik Hin Leung, Min Guo, Yijia Xiao, Haoyue Liu, Yunfei Li, Jiyuan Zhang, Guan Wang, Zhen Chen


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DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling


Sep 22, 2021
Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu

* EMNLP 2021 Long Paper 

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iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform


Apr 11, 2021
Tian Gao, Zishen Wan, Yuyang Zhang, Bo Yu, Yanjun Zhang, Shaoshan Liu, Arijit Raychowdhury

* Equal contributions from first two authors. Accepted by IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), June 6-9, 2021 

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An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform


Apr 01, 2021
Zishen Wan, Yuyang Zhang, Arijit Raychowdhury, Bo Yu, Yanjun Zhang, Shaoshan Liu

* To appear in IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), June 6-9, 2021, Virtual 

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