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 ...
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...
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....
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...
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...
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...
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...
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...
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...
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...