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Towards 6G wireless communication networks:vision,enabling technologies,and new paradigm shifts被引量:240
《Science China(Information Sciences)》2021年第1期1-74,共74页Xiaohu YOU Cheng-Xiang WANG Jie HUANG Xiqi GAO Zaichen ZHANG Mao WANG Yongming HUANG Chuan ZHANG Yanxiang JIANG Jiaheng WANG Min ZHU Bin SHENG Dongming WANG Zhiwen PAN Pengcheng ZHU Yang YANG Zening LIU Ping ZHANG Xiaofeng TAO Shaoqian LI Zhi CHEN Xinying MA Chih-Lin I Shuangfeng HAN Ke LI Chengkang PAN Zhimin ZHENG Lajos HANZO Xuemin(Sherman)SHEN Yingjie Jay GUO Zhiguo DING Harald HAAS Wen TONG Peiying ZHU Ganghua YANG Jun WANG Erik GLARSSON Hien Quoc NGO Wei HONG Haiming WANG Debin HOU Jixin CHEN Zhe CHEN Zhangcheng HAO Geoffrey Ye LI Rahim TAFAZOLLI Yue GAO HVincent POOR Gerhard P.FETTWEIS Ying-Chang LIANG 
National Key R&D Program of China(Grant No.2018YFB1801101);National Natural Science Foundation of China(Grant Nos.61960206006,61901109);Frontiers Science Center for Mobile Information Communication and Security;High Level Innovation and Entrepreneurial Research Team Program in Jiangsu;High Level Innovation and Entrepreneurial Talent Introduction Program in Jiangsu;National Postdoctoral Program for Innovative Talents(Grant No.BX20180062);Research Fund of National Mobile Communications Research Laboratory;Southeast University(Grant No.2020B01);Fundamental Research Funds for the Central Universities(Grant No.2242020R30001)。
The fifth generation(5G)wireless communication networks are being deployed worldwide from 2020 and more capabilities are in the process of being standardized,such as mass connectivity,ultra-reliability,and guaranteed ...
关键词:6G VISION network architecture air interface and transmission technologies space-air-ground-sea integrated network all spectra artificial intelligence network security 
Attention mechanisms in computer vision:A survey被引量:166
《Computational Visual Media》2022年第3期331-368,共38页Meng-Hao Guo Tian-Xing Xu Jiang-Jiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph R.Martin Ming-Ming Cheng Shi-Min Hu 
National Natural Science Foundation of China(Grant Nos.61521002 and 62132012)。
Humans can naturally and effectively find salient regions in complex scenes.Motivated by this observation,attention mechanisms were introduced into computer vision with the aim of imitating this aspect of the human vi...
关键词:ATTENTION TRANSFORMER computer vision deep learning salience 
PCT:Point cloud transformer被引量:129
《Computational Visual Media》2021年第2期187-199,共13页Meng-Hao Guo Jun-Xiong Cai Zheng-Ning Liu Tai-Jiang Mu Ralph R.Martin Shi-Min Hu 
supported by the National Natural Science Foundation of China(Project Number 61521002);the Joint NSFC–DFG Research Program(Project Number 61761136018).
The irregular domain and lack of ordering make it challenging to design deep neural networks for point cloud processing.This paper presents a novel framework named Point Cloud Transformer(PCT)for point cloud learning....
关键词:3D computer vision deep learning point cloud processing TRANSFORMER 
PVT v2:Improved baselines with Pyramid Vision Transformer被引量:83
《Computational Visual Media》2022年第3期415-424,共10页Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao 
National Natural Science Foundation of China under Grant Nos.61672273 and 61832008;Science Foundation for Distinguished Young Scholars of Jiangsu under Grant No.BK20160021;Postdoctoral Innovative Talent Support Program of China under Grant Nos.BX20200168,2020M681608;General Research Fund of Hong Kong under Grant No.27208720。
Transformers have recently lead to encouraging progress in computer vision.In this work,we present new baselines by improving the original Pyramid Vision Transformer(PVT v1)by adding three designs:(i)a linear complexi...
关键词:TRANSFORMERS dense prediction image classification object detection semantic segmentation 
QoS Guided Min—Min Heuristic for Grid Task Scheduling被引量:77
《Journal of Computer Science & Technology2003年第4期442-451,共10页何晓珊 孙贤和 Gregor von Laszewski 
美国自然科学基金
Task scheduling is an integrated component of computing. With the emergence of Grid and ubiquitous computing, new challenges appear in task scheduling based on properties such as security, quality of service, and lack...
关键词:QOS 任务调度 网格计算 服务质量 非贡献计算 
The Sunway TaihuLight supercomputer system and applications被引量:63
《Science China(Information Sciences)》2016年第7期109-124,共16页Haohuan FU Junfeng LIAO Jinzhe YANG Lanning WANG Zhenya SONG Xiaomeng HUANG Chao YANG Wei XUE Fangfang LIU Fangli QIAO Wei ZHAO Xunqiang YIN Chaofeng HOU Chenglong ZHANG Wei GE Jian ZHANG Yangang WANG Chunbo ZHOU Guangwen YANG 
The Sunway TaihuLight supercomputer is the world's first system with a peak performance greater than 100 PFlops. In this paper, we provide a detailed introduction to the TaihuLight system. In contrast with other exis...
关键词:SUPERCOMPUTER MANY-CORE high performance computing scientific computing computer architecture 
An overview of multi-task learning被引量:64
《National Science Review》2018年第1期30-43,共14页yu zhang qiang yang 
supported by the National Basic Research Program of China (973 Program) (2014CB340304);the Hong Kong CERG projects(16211214, 16209715 and 16244616);the National Natural Science Foundation of China (61473087 and 61673202);the Natural Science Foundation of Jiangsu Province(BK20141340)
As a promising area in machine learning, multi-task learning(MTL) aims to improve the performance of multiple related learning tasks by leveraging useful information among them. In this paper, we give an overview of M...
关键词:multi-task learning 
Gene expression and metabolite profiles of cotton fiber during cell elongation and secondary cell wall synthesis被引量:56
《Cell Research》2007年第5期422-434,共13页Jin-Ying Gou Ling-Jian Wang Shuang-Ping Chen Wen-Li Hu Xiao-Ya Chen 
Cotton fibers elongate rapidly after initiation of elongation, eventually leading to the deposit of a large amount of cellulose. To reveal features of cotton fiber cells at the fast elongation and the secondary cell w...
关键词:cotton fiber TRANSCRIPTOME metabolite profile AUXIN cell elongation cellulose synthesis 
AN ANISOTROPIC NONCONFORMING FINITE ELEMENT METHOD FOR APPROXIMATING A CLASS OF NONLINEAR SOBOLEV EQUATIONS被引量:50
《Journal of Computational Mathematics》2009年第2期299-314,共16页Dongyang Shi Haihong Wang Yuepeng Du 
supported by the National Natural Science Foundation of China No.10671184
An anisotropic nonconforming finite element method is presented for a class of nonlinear Sobolev equations. The optimal error estimates and supercloseness are obtained for both semi-discrete and fully-discrete approxi...
关键词:Nonlinear Sobolev equations ANISOTROPIC Nonconforming finite element SUPERCLOSENESS Global superconvergence. 
Generative Adversarial Networks:Introduction and Outlook被引量:51
《IEEE/CAA Journal of Automatica Sinica》2017年第4期588-598,共11页Kunfeng Wang Chao Gou Yanjie Duan Yilun Lin Xinhu Zheng Fei-Yue Wang 
supported by the National Natural Science Foundation of China(61533019,71232006,91520301)
Recently, generative adversarial networks(GANs)have become a research focus of artificial intelligence. Inspired by two-player zero-sum game, GANs comprise a generator and a discriminator, both trained under the adver...
关键词:ACP approach adversarial learning generative adversarial networks(GANs) generative models parallel intelligence zero-sum game 
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