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Mobiledeeppill: a Small-Footprint Mobile Deep Learning System for Recognizing Unconstrained Pill Images
MobileDeepPill: A Small-Footprint Mobile Deep Learning System for Recognizing Unconstrained Pill Images Xiao Zeng, Kai Cao, Mi Zhang Michigan State University ABSTRACT Correct identification of prescription pills based on their visual ap- pearance is a key step required to assure patient safety and facil- itate more effective patient care. With the availability of high- quality cameras and computational power on smartphones, it is possible and helpful to identify unknown prescription pills using smartphones. Towards this goal, in 2016, the U.S. National Li- brary of Medicine (NLM) of the National Institutes of Health (NIH) announced a nationwide competition, calling for the creation of a mobile vision system that can recognize pills automatically from a mobile phone picture under unconstrained real-world settings. In this paper, we present the design and evaluation of such mo- bile pill image recognition system called MobileDeepPill. The de- velopment of MobileDeepPill involves three key innovations: a triplet loss function which attains invariances to real-world nois- iness that deteriorates the quality of pill images taken by mobile phones; a multi-CNNs model that collectively captures the shape, Figure 1: Illustration of the unconstrained pill image recognition problem. color and imprints characteristics of the pills; and a Knowledge Distillation-based deep model compression framework that signif- icantly reduces the size of the multi-CNNs model without deteri- 1. INTRODUCTION orating its recognition performance. Our deep learning-based pill Smartphones with built-in high-quality cameras are ubiquitous image recognition algorithm wins the First Prize (champion) of the today. These cameras coupled with advanced computer vision al- NIH NLM Pill Image Recognition Challenge. -
The Body in Packaging Culture: Researching Cosmetic Surgery Within Korea’S Neo-Confucian Culture
The Body in Packaging Culture: Researching Cosmetic Surgery within Korea’s Neo-Confucian Culture By Eunji Choi Submitted to Utrecht University Graduate Gender Studies Program Main Supervisor: Prof. dr. Anne-Marie Korte Support Supervisor: Dr. Mark Johnson Utrecht, The Netherlands 2015 The Body in Packaging Culture: Researching Cosmetic Surgery within Korea’s Neo-Confucian Culture By Eunji Choi Submitted to Utrecht University Graduate Gender Studies Program Main Supervisor: Prof. dr. Anne-Marie Korte Support Supervisor: Dr. Mark Johnson Approved by: Utrecht, The Netherlands 2015 2 Abstract Contemporary developments within the current global self-care regime have increased the potential of many individuals to control their own bodies, and to have their bodies surveilled by others (Shilling, 2003). The body is understood as a project that needs to be “worked at and accomplished as part of an individual’s self-identity” (Shilling, 2003:4) in this time of ‘high modernity’ (Giddens, 1991). The project of cosmetic surgery is one example of how modern individuals attribute significance both to their bodies and the way their bodies look. In a South Korean context, the cosmetic surgery scene is especially interesting to examine in the light of the uniquely Korean practice of giving cosmetic surgery as a gift, especially to daughters. Ironically, the body has to remain unaltered from how it has been received at birth according to the Neo-Confucian tradition, which continues to form the ideological base of contemporary Korean society. Moreover, this tradition teaches that inward goodness does not depend upon one’s outer appearance, something that is quite opposite to “popular physiognomic assumptions that the body, especially the face, is a reflection of the self” (Featherstone, 2010:195). -
Early Confucian Concept of Yi
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by Institutional Knowledge at Singapore Management University Singapore Management University Institutional Knowledge at Singapore Management University Research Collection School of Social Sciences School of Social Sciences 2-2014 Early Confucian concept of Yi (议) and deliberative democracy Sor-hoon TAN Singapore Management University, [email protected] DOI: https://doi.org/10.1177/0090591713515682 Follow this and additional works at: https://ink.library.smu.edu.sg/soss_research Part of the Arts and Humanities Commons Citation TAN, Sor-hoon.(2014). Early Confucian concept of Yi (议) and deliberative democracy. Political Theory, 42(1), 82-105. Available at: https://ink.library.smu.edu.sg/soss_research/2548 This Journal Article is brought to you for free and open access by the School of Social Sciences at Institutional Knowledge at Singapore Management University. It has been accepted for inclusion in Research Collection School of Social Sciences by an authorized administrator of Institutional Knowledge at Singapore Management University. For more information, please email [email protected]. PTX42110.1177/0090591713515682TanPolitical Theory 515682research-article2013 Ta n Published in Political Theory, Vol. Article42, Issue 1, February 2014, page 82-105 Political Theory 2014, Vol. 42(1) 82 –105 Early Confucian Concept © 2013 SAGE Publications Reprints and permissions: of Yi (议)and Deliberative sagepub.com/journalsPermissions.nav DOI: 10.1177/0090591713515682 Democracy ptx.sagepub.com Sor-hoon Tan1 Abstract Contributors to the debates about the compatibility of Confucianism and democracy and its implications for China’s democratization often adopt definitions of democracy that theories of deliberative democracy are critical of. -
Corporate Bond Market Dysfunction During COVID-19 and Lessons
Hutchins Center Working Paper # 69 O c t o b e r 2 0 2 0 Corporate Bond Market Dysfunction During COVID-19 and Lessons from the Fed’s Response J. Nellie Liang* October 1, 2020 Abstract: Changes in the financial sector since the global financial crisis appear to have increased dramatically the demand for liquidity by holders of corporate bonds beyond the ability of the markets to provide it in stress events. The March market turmoil revealed the costs of liquidity mismatch in open-end bond mutual funds. The surprisingly large redemptions of investment-grade corporate bond funds added to stresses in both the corporate bond and Treasury markets. These conditions led to unprecedented Fed interventions, which significantly reduced risk spreads and improved market functioning, with much of the improvements occurring right after the initial announcement. The improved conditions allowed companies to issue bonds, which helped them to maintain employees and investment spending. The episode suggests several areas for further study and possible reforms. * J. Nellie Liang, Hutchins Center on Fiscal and Monetary Policy, Brookings Institution ([email protected]). I would like to thank Darrell Duffie, Bill English, Anil Kashyap, Donald Kohn, Patrick Parkinson, Jeremy Stein, Adi Sunderam, David Wessel, and Alex Zhou for helpful comments and insights, and Manuel Alcalá Kovalski for excellent research assistance. THIS PAPER IS ONLINE AT https://www.brookings.edu/research/corporate- bond-market-dysfunction-during-covid-19-and- lessons-from-the-feds-response/ 1. Introduction As concerns about the pandemic’s effect on economic activity in early March escalated, asset prices began to move in unusual ways—including the prices of investment-grade corporate bonds. -
Son of God” in the Hebrew Bible and Early Jewish Literature
The Concept ”son of God” in the Hebrew Bible and Early Jewish Literature Glenn Kärnerup Teologiska institutionen, vt 2020 Bibelvetenskap EGTs, 30 hp Handledare: Göran Eidevall Betygsättande lärare: Mikael Larsson 1. Introduction ...........................................................................................................................1 1.1 Aim .................................................................................................................................3 1.2 Questions ........................................................................................................................3 1.3 Theory and Method ........................................................................................................3 1.4 Selections and limitations ..............................................................................................5 1.5 bēn and bar in the HB ....................................................................................................6 2. Analysis .................................................................................................................................8 2.1 ”The sons of God saw that the daughters of man were attractive” (Gen 6:2)................ 8 2.1.1 Sons of God in the light of the LXX and early Jewish writings ............................9 2.1.2 Sons of God in Gen 6:1-4 according to the NT ....................................................13 2.1.3 Objections to the angelic interpretation ...............................................................13 -
Study and Uses of the I Ching in Tokugawa Japan
Study Ching Tokugawa Uses of and I Japan the in Wai-ming Ng University Singapore National of • Ching $A (Book Changes) The of 1 particular significance has been book of a history. interest and in Asian East Divination philosophy basis its and derived from it on integral of Being civilization. Chinese within parts orbit the Chinese of the cultural were sphere, Japan traditional Ching development indebted for the the 1 of of its to aspects was culture. Japan The arrived in later sixth than the and little studied text in century no was (539-1186). Japan ancient readership expanded major It literate such Zen to groups as high-ranking monks, Buddhist courtiers, and period warriors medieval in the (1186- 1603). Ching scholarship 1 during reached Tokugawa its period the (1603-1868) apex Ching when the became 1 popular of the influential and Chinese This 2 most texts. one preliminary is provide work aims which brief Ching of overview 1 to essay a a scholarship highlighting Tokugawa Japan, in popularity themes: several of the the text, major writings, schools, the scholars, of/Ching and characteristics the and scholarship. 3 Popularity Ching The of the I popularity Ching Tokugawa of the The Japan in acknowledged I has been by a t• •" :i• •b Miyazaki Japanese number scholars. of Michio Tokugawa scholar of a thought, has remarked: "There by [Tokugawa] reached Confucians consensus was a pre-Tokugawa historical of the For overview Wai-ming in Japan, Ng, Ching "The 1 in text a see Japan," Quarterly Ancient (Summer Culture 1996), 26.2 Wai-ming 73-76; Asian and Ng pp. -
Confucianism's Literature
International Bulletin of Theology & Civilization (IBTC) Vol. 2 No. 4 (2020) Confucianism’s Literature Iqra Aziz University of Lahore Introduction of Confucianism‘s Literature Meaning of the Literature:- . Literature means, written works, especially those considered of superior or lasting artistic merit. Books and writings published on a particular subject. Definition:- Literature is a group of works of art made up of words. Most are written, but some are passed on by word of mouth. Literature usually means works of poetry and prose that are especially well written. There are many different kinds of literature, such as poetry, plays, or novels.1 Brief Intro of Confucianism:- Confucianism is a way of life founded by Confucius (551-749 BC) who was a Chinese sage and wise man. It Has Traditionally been the substance of learning ,the source of values, and the social code of Chinese as well as a religion and philosophy.Confucianism may be understood as an all-encompassing way of thinking and living that entails ancestor reverence and a profound human-centred religiousness.2 1 https://simple.m.wikipedia.org/wiki/Literature 2 https://www.britannica.com/topic/Confucianism 29 Literature ( The Sacred Writings) Beliefs and practices of Confucianism are based on ancient Chinese Texts. According to Yale University, the sacred texts of Confucianism are five books that legend states Confucius wrote. Although Confucianism isn't strictly a religion, it does have a number of prominent texts, considered by many followers, to be sacred. According to the "Ancient History Encyclopedia," Confucius was an ancient Chinese philosopher, living in the 6th Century BCE. -
Recent Approaches to Confucian Filial Morality1 Forthcoming in Philosophy Compass
Recent Approaches to Confucian Filial Morality1 Forthcoming in Philosophy Compass Hagop Sarkissian Department of Philosophy The City University of New York Graduate Center | Baruch College ABSTRACT: A hallmark of Confucian morality is its emphasis on duties to family and kin as weighty features of moral life. The virtue of ‘filiality’ or ‘filial piety’ (xiao 孝), for example, is one of the most important in the Confucian canon. This aspect of Confucianism has been of renewed interest recently. On the one hand, some have claimed that, precisely because it acknowledges the importance of kin duties, Confucianism should be seen as an ethics rooted in human nature that remains a viable system of morality today. On the other hand, some have argued that the extreme emphasis on filial duties is precisely the aspect of Confucian moral philosophy that ought to be jettisoned in favor of greater impartialism; without mitigating its emphasis on filial piety, Confucianism risks irrelevance to modern concerns. In this paper, I will outline the nature of filial morality in the Confucian tradition and discuss these recent contributions to the literature. A hallmark of Confucian morality is its emphasis on duties to family and kin as weighty features of moral life. The virtue of ‘filiality’ or ‘filial piety’ (xiao 孝), for example, is one of the most important in the Confucian canon. This aspect of Confucianism has been of renewed interest recently. On the one hand, some have claimed that, precisely because it acknowledges the importance of kin duties, Confucianism should be seen as an ethics rooted in human nature that remains a viable system of morality today. -
Christian Missionaries and China's Canonical Writings
CHRISTIAN MISSIONARIES AND CHINA’S CANONICAL WRITINGS BY PROFESSORHARLAN P. BEACH THE canonical writings under discussion in this article are the classical books commonly regarded as the orthodox expositions of the Taoist, Confucian and Buddhist systems of ethics and religion. More specifically, the phrase includes for Taoism its original canon, the ‘ Tao Te Ching,’ or Classic of the Tao and its Manifestations, ascribed to Lao Tzii, and the ‘Nan Hua Chi% Ching,’ or True Classic of Nan-hua,l written by the most famous of Lao Tzii’s followers, Chuang Tzii, ‘ mystic, moralist and social reformer,’ whose aim, according to the historian, Ssii-ma Ch’ien, was to asperse the Confucian school and to glorify the mysteries of his master. We also include the thin volumes of a probable forgery ascribed to Lieh Tzii, but not the essays of Han Fei Tzii of the third pre-Christian century, the esoteric works of the prince of the Han dynasty, Huai-nan Tzti, nor a modern production of the Taoist School as in- fluenced by Buddhism, the ‘ Kan Ying P’ien,’ or Tractate upon Rewards and Punishments. Of course one would not mention a mass of mystical, magical and puerile writings that have degraded Taoism and made it a laugh- ing-stock and a hissing.2 The phrase ‘ Confucian Classics ’ is commonly sup- posed to include only the Five Classics, or Confucianism’s Old Testament, and the Four Books, roughly correspond- ing to our New Testament. Though they are relatively Dr Wilhelm translates it ‘ Das Wahrebuch vom siidliche Bliitenland.’ a In imitation of Confucian classics, Taoists later produced two sets of ‘ Five Classics’ and two sets of ‘Four Books,’ one set of each being mystical aiid the other magical. -
中国人的姓名 王海敏 Wang Hai Min
中国人的姓名 王海敏 Wang Hai min last name first name Haimin Wang 王海敏 Chinese People’s Names Two parts Last name First name 姚明 Yao Ming Last First name name Jackie Chan 成龙 cheng long Last First name name Bruce Lee 李小龙 li xiao long Last First name name The surname has roughly several origins as follows: 1. the creatures worshipped in remote antiquity . 龙long, 马ma, 牛niu, 羊yang, 2. ancient states’ names 赵zhao, 宋song, 秦qin, 吴wu, 周zhou 韩han,郑zheng, 陈chen 3. an ancient official titles 司马sima, 司徒situ 4. the profession. 陶tao,钱qian, 张zhang 5. the location and scene in residential places 江jiang,柳 liu 6.the rank or title of nobility 王wang,李li • Most are one-character surnames, but some are compound surname made up of two of more characters. • 3500Chinese surnames • 100 commonly used surnames • The three most common are 张zhang, 王wang and 李li What does my name mean? first name strong beautiful lively courageous pure gentle intelligent 1.A person has an infant name and an official one. 2.In the past,the given names were arranged in the order of the seniority in the family hierarchy. 3.It’s the Chinese people’s wish to give their children a name which sounds good and meaningful. Project:Search on-Line www.Mandarinintools.com/chinesename.html Find Chinese Names for yourself, your brother, sisters, mom and dad, or even your grandparents. Find meanings of these names. ----What is your name? 你叫什么名字? ni jiao shen me ming zi? ------ 我叫王海敏 wo jiao Wang Hai min ------ What is your last name? 你姓什么? ni xing shen me? (你贵姓?)ni gui xing? ------ 我姓 王,王海敏。 wo xing wang, Wang Hai min ----- What is your nationality? 你是哪国人? ni shi na guo ren? ----- I am chinese/American 我是中国人/美国人 Wo shi zhong guo ren/mei guo ren 百家 姓 bai jia xing 赵(zhào) 钱(qián) 孙(sūn) 李(lǐ) 周(zhōu) 吴(wú) 郑(zhèng) 王(wán 冯(féng) 陈(chén) 褚(chǔ) 卫(wèi) 蒋(jiǎng) 沈(shěn) 韩(hán) 杨(yáng) 朱(zhū) 秦(qín) 尤(yóu) 许(xǔ) 何(hé) 吕(lǚ) 施(shī) 张(zhāng). -
Ideophones in Middle Chinese
KU LEUVEN FACULTY OF ARTS BLIJDE INKOMSTSTRAAT 21 BOX 3301 3000 LEUVEN, BELGIË ! Ideophones in Middle Chinese: A Typological Study of a Tang Dynasty Poetic Corpus Thomas'Van'Hoey' ' Presented(in(fulfilment(of(the(requirements(for(the(degree(of(( Master(of(Arts(in(Linguistics( ( Supervisor:(prof.(dr.(Jean=Christophe(Verstraete((promotor)( ( ( Academic(year(2014=2015 149(431(characters Abstract (English) Ideophones in Middle Chinese: A Typological Study of a Tang Dynasty Poetic Corpus Thomas Van Hoey This M.A. thesis investigates ideophones in Tang dynasty (618-907 AD) Middle Chinese (Sinitic, Sino- Tibetan) from a typological perspective. Ideophones are defined as a set of words that are phonologically and morphologically marked and depict some form of sensory image (Dingemanse 2011b). Middle Chinese has a large body of ideophones, whose domains range from the depiction of sound, movement, visual and other external senses to the depiction of internal senses (cf. Dingemanse 2012a). There is some work on modern variants of Sinitic languages (cf. Mok 2001; Bodomo 2006; de Sousa 2008; de Sousa 2011; Meng 2012; Wu 2014), but so far, there is no encompassing study of ideophones of a stage in the historical development of Sinitic languages. The purpose of this study is to develop a descriptive model for ideophones in Middle Chinese, which is compatible with what we know about them cross-linguistically. The main research question of this study is “what are the phonological, morphological, semantic and syntactic features of ideophones in Middle Chinese?” This question is studied in terms of three parameters, viz. the parameters of form, of meaning and of use. -
Mozi (Chapter 16: Impartial Caring)
Readings In Classical Chinese Philosophy edited by Philip J. Ivanhoe University of Michigan and Bryan W. Van Norden Vassar College Seven Bridges Press 135 Fifth Avenue New York, NY 10010-7101 Copyright © 2001 by Seven Bridges Press, LLC All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without prior permission of the publisher. Publisher: Ted Bolen Managing Editor: Katharine Miller Composition: Rachel Hegarty Cover design: Stefan Killen Design Printing and Binding: Victor Graphics, Inc. LIBRARY OF CONGRESS CATALOGING-IN-PUBLICATION DATA Readings in classical Chinese philosophy / edited by Philip J. Ivanhoe, Bryan W. Van Norden. p. cm. ISBN 1-889119-09-1 1. Philosophy, Chinese--To 221 B.C. I. Ivanhoe, P. J. II. Van Norden, Bryan W. (Bryan William) B126 .R43 2000 181'.11--dc21 00-010826 Manufactured in the United States of America 10 9 8 7 6 5 4 3 2 1 CHAPTER TWO Mozi Introduction Mozi \!, “Master Mo,” (c. 480–390 B.C.E.) founded what came to be known as the Mojia “Mohist School” of philosophy and is the figure around whom the text known as the Mozi was formed. His proper name is Mo Di \]. Mozi is arguably the first true philosopher of China known to us. He developed systematic analyses and criticisms of his opponents’ posi- tions and presented an array of arguments in support of his own philo- sophical views. His interest and faith in argumentation led him and his later followers to study the forms and methods of philosophical debate, and their work contributed significantly to the development of early Chinese philosophy.