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EffiDiag: an Efficient Framework for Breast Cancer Diagnosis in Multi-Gigapixel Whole Slide Images 会议论文
, 线上, 2020-12-16
作者:  Shuyan Liu;  Junda Ren;  Zhineng Chen;  Kai Hu;  Fen Xiao;  Xuanya Li;  Xieping Gao
Adobe PDF(290Kb)  |  收藏  |  浏览/下载：92/0  |  提交时间：2022/06/14
An IoT Edge Computing System Architecture and its Application 会议论文
, Nanjing, China, Oct. 30 – Nov.2, 2020.
作者:  Shichao Chen;  Qijie Li;  Hua Zhang;  fenghua.zhu@ia.ac.cn;  Gang Xiong;  Ying Tang
Adobe PDF(4370Kb)  |  收藏  |  浏览/下载：201/69  |  提交时间：2022/04/08
IoT  Edge computing  Energy monitoring and optimization Introduction  
Design and Implement of Microservice System for Edge Computing 会议论文
, Shanghai, China, 3-5 December 2020
作者:  Peng Sha;  Shichao Chen;  Liling Zheng;  Xudong Liu;  Haotian Tang;  YeqianLi
Adobe PDF(733Kb)  |  收藏  |  浏览/下载：340/180  |  提交时间：2022/04/08
Edge computing  Microservice  Flask  PostgreSQL  Distributed deployment  
Blockchain for Collaborative Creation System 期刊论文
International Journal of Performability Engineering, 2020, 卷号: 10, 期号: 16, 页码: 1608
作者:  Pan, Guoyang;  Yang, Yi;  Li, Guoqing;  Wang, Jian;  Huang, WeiXing
Adobe PDF(318Kb)  |  收藏  |  浏览/下载：241/69  |  提交时间：2022/03/31
blockchain  collaborative creation  crowd sourcing  content traceability  application system  
BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:  Ding ZX(丁子祥);  Yaran, Chen;  Nannan, Li;  Dingbin, Zhao;  Zhiquan, Sun;  C. L. Philip Chen
Adobe PDF(2713Kb)  |  收藏  |  浏览/下载：167/41  |  提交时间：2022/01/06
Broad convolutional neural network (BCNN), image classification, neural architecture search (NAS), reinforcement learning (RL)  
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 32, 期号: 0, 页码: 0
作者:  Ruan, Xiaofeng;  Liu, Yufan;  Yuan, Chunfeng;  Li, Bing;  Hu, Weiming;  Li, Yangxi;  Maybank, Stephen
Adobe PDF(3625Kb)  |  收藏  |  浏览/下载：296/43  |  提交时间：2021/06/17
Data-driven  low-rank decomposition  model compression and acceleration  structured pruning  
Revisiting Parameter Sharing for Automatic Neural Channel Number Search 会议论文
, Online, 2020.12.06-2020.12.12
作者:  Wang JX(王家兴);  Bo HL(柏昊立);  Wu JX(吴家祥);  Shi XP(史旭鹏);  Huang JZ(黄俊洲);  Michael Lyu;  Irwin King;  Cheng J(程健)
Adobe PDF(2004Kb)  |  收藏  |  浏览/下载：179/40  |  提交时间：2021/06/16
Neural Architecture Search  Model Compression  Parameter Sharing  
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:  Chen, Zhiqiang;  Xu, Ting-Bing;  Du, Changde;  Liu, Cheng-Lin;  He, Huiguang
浏览  |  Adobe PDF(4352Kb)  |  收藏  |  浏览/下载：275/63  |  提交时间：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
EvoQ: Mixed Precision Quantization of DNNs via Sensitivity Guided Evolutionary Search 会议论文
, Glasgow, United Kingdom, 19-24 July 2020
作者:  Yong Yuan;  Chen Chen;  Xiyuan Hu;  Silong Peng
浏览  |  Adobe PDF(862Kb)  |  收藏  |  浏览/下载：210/64  |  提交时间：2020/10/27
evolutionary algorithm, mixed precision quantization, network compression, deep learning  
Shift-Invariant Convolutional Network Search 会议论文
, Glasgow, United Kingdom, 19-24 July
作者:  Nannan Li;  Yaran Chen;  Zixiang Ding;  Dongbin Zhao
Adobe PDF(1067Kb)  |  收藏  |  浏览/下载：136/37  |  提交时间：2020/10/20
Neural architecture search, shift-invariant, multi-objective, low-pass filter, image classification