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FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation


Feb 20, 2021
Chaofan Tao, Rui Lin, Quan Chen, Zhaoyang Zhang, Ping Luo, Ngai Wong


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Federated Learning on Non-IID Data Silos: An Experimental Study


Feb 04, 2021
Qinbin Li, Yiqun Diao, Quan Chen, Bingsheng He


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Edge Computing Assisted Autonomous Flight for UAV: Synergies between Vision and Communications


Dec 10, 2020
Quan Chen, Hai Zhu, Lei Yang, Xiaoqian Chen, Sofie Pollin, Evgenii Vinogradov


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How Far Does BERT Look At:Distance-based Clustering and Analysis of BERT$'$s Attention


Nov 03, 2020
Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo


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Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration


Feb 18, 2020
Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao

* Accepted by DAC2020 

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Progressive Feature Polishing Network for Salient Object Detection


Nov 14, 2019
Bo Wang, Quan Chen, Min Zhou, Zhiqiang Zhang, Xiaogang Jin, Kun Gai

* Accepted by AAAI 2020 

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Adversarial Defense Through Network Profiling Based Path Extraction


May 09, 2019
Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu


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Prostate Segmentation from 3D MRI Using a Two-Stage Model and Variable-Input Based Uncertainty Measure


Mar 06, 2019
Huitong Pan, Yushan Feng, Quan Chen, Craig Meyer, Xue Feng

* IEEE International Symposium on Biomedical Imaging (ISBI) 2019 

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Semantic Human Matting


Sep 18, 2018
Quan Chen, Tiezheng Ge, Yanyu Xu, Zhiqiang Zhang, Xinxin Yang, Kun Gai

* ACM Multimedia 2018 

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Deep joint rain and haze removal from single images


Jan 21, 2018
Liang Shen, Zihan Yue, Quan Chen, Fan Feng, Jie Ma

* 6 pages 

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MSR-net:Low-light Image Enhancement Using Deep Convolutional Network


Nov 07, 2017
Liang Shen, Zihan Yue, Fan Feng, Quan Chen, Shihao Liu, Jie Ma

* 9pages 

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