• 제목/요약/키워드: BEGAN

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BEGAN을 통해 한국인 얼굴 데이터 생성을 하는데 최적의 HyperParameter (Optimal Hyper Parameter for Korean Face Data Generation with BEGAN)

  • 조규철;김산
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2021년도 제64차 하계학술대회논문집 29권2호
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    • pp.459-460
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    • 2021
  • 본 논문에서는 BEGAN을 활용한 한국인 얼굴 데이터 생성을 위한 최적의 Hyper Parameter를 제안한다. 연구에서는 GAN의 발전된 모델인 BEGAN을 이용한다. 위의 모델을 작성하기 위하여 본 논문에서는 Anaconda 기반의 Jupyter Notebook에서 Python Tensorflow 모델을 작성하여 테스트하고, 만들어진 모델을 FID를 통해 모델의 성능을 비교한다. 본 연구에서는 제안하는 방법들을 통해서 만들어진 모델을 이용해 한국인 얼굴 데이터를 구하고, 생성된 이미지에 대한 정량적인 평가를 진행한다.

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백서의 전치 이동시 초기 변화에 관한 조직학적 및 자기방사법적 연구 (A HISTOLOGIC AND AUTORADIOGRAPHIC STUDY ON THE EARLY CHANGES IN THE MOVEMENTS OF RAT INCISORS)

  • 유기환;김상철;국윤아
    • 대한치과교정학회지
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    • 제23권2호
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    • pp.199-216
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    • 1993
  • The purpose of this study was to quantify the biologic effects of the tensile forces from helical springs across the maxillary incisors on the periodontal tissues of rats. 39 Sprague-Dawlely rats were divided into a control group(3 rats) and three experimental groups(36 rats)-group 1, pressured with a light force(50-75g), group 2, with a heavy force(250-300g) and group 3, with a hen force(250-300g) plus laser irradiation. Autoradiographic and histopathologic observations were performed in 12, 24, 48 and 96 hours after force application. The result were as follow : 1. Hyalinized zone of periodontal ligament began to appear at pressure side in 12 hours in group 2 and group 3 ; all decreased in 96 hours except in group 2. 2. Alveolar bone resorption began to appear in 12 hours in group 2 and group 3 ; Group 2 showed more resorption than group 1 and no difference to group 3. 3. Tearing of periodontal ligament and vascular dilatation began to appear at tension side in 12 hours in all groups ; Group 2 showed more changes than group 1 and no difference to group 3 ; Decrease began to appear in 96 hours. 4. New bone formation began to appear at tension side in 12 hours and increased more and more ; No differences were shown of groups 5. New capillary proliferation began to appear at pressure side in 12 hours ; The changes were the greatest in group 3, group 2, group 1, in that order. 6. Positive reaction of cells to $[^3H]-thymidine$ was the greatest in 24 hours of all groups and decreased with times i Group 2 showed more reaction than group 1 and no difference to group 3.

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딥러닝 기반 가창 음성합성(Singing Voice Synthesis) 모델링 (Deep Learning based Singing Voice Synthesis Modeling)

  • 김민애;김소민;박지현;허가빈;최윤정
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2022년도 추계학술대회
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    • pp.127-130
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    • 2022
  • 본 논문은 생성자 손실함수를 이용한 가창 음성합성 모델링에 대한 연구로서 기존 이미지 생성에 최적화된 딥러닝 알고리즘 중 BEGAN모델을 오디오 생성모델(SVS모델)에 적용시킬 때 발생할 수 있는 여러 요인에 대해 분석하고 최적의 품질을 도출하기 위한 실험을 수행하였다. 특히 BEGAN 기반 모델에서 제안된 L1 loss가 어느 시점에서 감마(𝛾)파라미터의 역할을 상실하게 한다는 점을 개선하고자 알파(𝛼)파라미터를 추가한 후 각 파라미터 값들의 구간별 실험을 통해 최적의 값을 찾아냄으로써 가창합성 생성물의 품질향상에 기여할 수 있음을 확인하였다.

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다도해 해상 국립공원 상록활엽수의 수분상태와 광합성능 (Water Status and Photosynthetic Activities of Evergreen Broad-leaved Trees in Dadohae National Marine Park)

  • Ihm, Byung-Sun;Gae-Hong Suh;Jeom-Sook Lee
    • The Korean Journal of Ecology
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    • 제16권3호
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    • pp.353-364
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    • 1993
  • To elucidate ecophysiological factors affecting nutural distribution of evergreen broad-leabed trees in Danohad National Marine Park, water potential, relative water content and photosynthetic activities of 4 species, Cammellia japonica, Machilus thunbergii, Castanopsis cuspidata var.sieboldii and Quercus acuta, were potential began to decrease from 07:00h to its minimum value at 13:00h for C. cuspidata var. sieboldii (-14.3bar) and Q. acuta (-19.4bar) at 16:00 h for M. thunbergii(-17.0bar) and at 19:00 h for C. japonica (-14.5bar), and these showed similar trends to relative water content. Photosynthetic activities of 4 species began to increase from 7:00 h and reached maximum values before their minimum values of water potential occureed. Optimum temperature renges of photosynthetic activities was $18~20^{\circ}C$ for C. japonica - M. thunbergii and $14~16^{\circ}C$ for C. cuspidata var. sieboldii Quercus acuta.Q.acuta had the highest light saturation point of $0.4mM/m^2/s$ and C. japonica the lowest of $0.15mM/m^2/s$. Water potential of 4 species subjected to water stress, began to decrease after 1st day of drought and after 21th day of drought, those of C. japonica, M. thunbergii, C. cuspidata var. sieboldii and Q. acuta decreased to species began to decrease after 7th day of drought and after 21th day, those of M. thunbergii, C. cuspidata var. sieboldii and Q. acuta were dropped to about 50% and C. japonica 83.5%. Photosynthetic activity of 4 specie began to decline in the order of C. cuspidata var. sieboldii, Q.acuta, C. japonica and M. thunbergii after 10th day of drought. These results suggest that the segregated disributions of C. japonica - M. thunbergii on vally positions and C. cuspidata var. sieboldii - Q. acuta on slopes were associated with different responses of water status and photosyntheties to their environment.

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Life History of a Colonial Spider Philoponella prominens (Araneae: Uloboridae) in Korea

  • Tae Soon Park;Jun Namkung;Jae Chun Choe
    • Animal cells and systems
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    • 제3권2호
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    • pp.167-172
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    • 1999
  • We report for the first time the life history of a 'social' spider, Philoponella prominens, living in a temperate region. Philoponella prominens hibernated as immatures or subadults for 7-8 months in 1995 and 1996 from September-October to April-May in central Korea. When they emerged from their winter hibernation, a majority began their lives as commensals in the webs of other species. As the mating season approached, however, commensal spiders switched to become colonial or solitary. The mating season began in early June and lasted until early August. Newly-hatched spiderlings began to appear in the field in late June. They formed a colony by building their webs connected to the mother's by using pan of the mother's web as supporting substrates. As the season progressed, however, some of the colonial spiderlings became commensal or solitary individuals. Our field observations suggest that Philoponella prominens form colonies or commensal associations to reduce the web-building cost.

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Korea's Rapid Export Expansion in the 1960s: How It Began

  • YOO, JUNGHO
    • KDI Journal of Economic Policy
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    • 제39권2호
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    • pp.1-23
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    • 2017
  • Korea's rapid export expansion suddenly began in the early 1960s and boosted the economy. This paper's investigation finds that it began in 1961, as new export items appeared, export of which increased incomparably faster than that of the current export items at the time. How and why of this highly unusual phenomenon can best be explained by a major reform of foreign exchange system in February 1961. This goes against the widely held view that the switch in development policy from import substitution to export promotion in the mid-1960s was the reason for Korea's export success. Rather, the evidence indicates that the rapid export expansion led to the policy switch. The government's export promotion since the policy switch helped the rapid export expansion continue into the 1970s, despite the protectionist import policy.

즉시 식립 임플란트 - 합병증을 줄이기 위한 고려 사항 (Considerations for minimizing complications in immediate placement of dental implant)

  • 박관수
    • 대한치과의사협회지
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    • 제58권9호
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    • pp.564-572
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    • 2020
  • Implant treatment has long been established as the main stream for the recovery of lost teeth. Implant therapy, which began to be practiced under the concept of osseointegration, was performed on the completely healed bone, but implant placement immediately after extraction, which began to be introduced in the 1970s, began to become a widely used treatment modality since the 2000s. However, as with all other procedures, immediate implant placement is not omnipotent. If you are obsessed with the obsession that you need to provide quicker implant treatment to the patients, and if you do it as if you are being chased by time, it is the immediate implant placement that can lead to various embarrassing situations. In this article, to reduce complications, the author will look at some issues that need to be considered when placing implants immediately after extraction.

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랫드 간세포 일차배양에서 Benzo[a]pyrene의 산화 효과 (The Oxidative Effects of Benzo[a]pyrene in Rat Hepatocyte Primary Culture)

  • 임태진
    • 한국환경과학회지
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    • 제13권4호
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    • pp.413-420
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    • 2004
  • The objectives of present study were to investigate the effects of benzo[a]pyrene(BaP) on cytotoxicity, lipid peroxidation and antioxidant enzymes in rat hepatocyte primary culture. Primary cultures of rat hepatocytes were incubated for 24 hr, 48 hr or 72 hr in the presence of various concentrations (0, 10, 20, 30, 50 or 100 $\mu.$ M) of BaP. Cytotoxicity and cell viability were determined by measuring glutamic oxaloacetic transaminase(GOT) activity, lactate dehydrogenase(LDH) activity and 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyl tetrazolium bromide(MIT) value. Lipid peroxidation was evaluated using thiobarbituric acid reactive substances(TBARS) assay. Effects on antioxidant system were determined by measuring glutathione peroxidase(GPx) activity, glutathione reductase(GR) activity and glutathione concentration. Activities of GOT and LDH, MTT value as well as TBARS concentration were not affected by up to 100 $\muM$ of BaP for 24 hr incubation. However, BaP at the concentration of 50 $\muM$ for 48 hr incubation or at the concentration of 30 $\muM$ for 72 hr incubation began to increase LDH activity and TBARS concentration but decrease MTT value, representing that BaP caused cytotoxicity and decreased cell viability in dose- and time-dependent manners. GPx activity began to be decreased by BaP at the concentration of 50 $\muM$ for 72 hr incubation. Whereas, GR activity began to be decreased by BaP at the concentration of 20 $\muM$ for 72 hr incubation. Glutathione concentration began to be decreased by BaP at the concentration of 20 $\muM$ for 72 hr incubation and was further reduced to 90% by 100 $\muM$ of BaP. These results demonstrate that BaP caused cytoctoxicity and decreased cell viability by increasing lipid peroxidation and decreasing glutathione concentration as well as activities of GPx and GR.

근대(1876-1945) 한국사회의 전염병 인식과 간호사의 융합적 역할 (Awareness of Epidemics and Convergence Role of Nurse During the Modern Society(1876-1945) in Korea)

  • 정은영
    • 문화기술의 융합
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    • 제6권3호
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    • pp.19-26
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    • 2020
  • 본 연구는 근대(1876-1945) 한국사회의 전염병에 대한 사회적 의미와 변화 과정 속에서 간호사의 역할에 대하여 규명함으로써 간호역사를 이해하고 간호의 새로운 방향을 제시하는 데 목적이 있다. 이를 위해 근대 사회의 전염병의 시대적 의미와 관리에 관하여 살펴 보았다. 지난 역사 속에서 전염병은 사회에 많은 문제점을 일으켰고 피해를 최소화하기 위해 많은 노력을 지속적으로 실시하였다. 전염병 관리를 위한 노력이 다른 나라에 비해 늦게 시작 되었지만 지속적인 노력 끝에 위생이라는 개념이 인식되기 시작하면서 전염병의 의미 및 간호의 의미가 다르게 해석되었다. 또한 전염병 관리를 위한 지속적인 노력 속에서 간호사의 역할과 존재감이 새롭게 조명되었다. 근대 한국사회에서 간호사의 역할이 초반에는 보조자의 역할로 인식되었다. 하지만 전문적 교육과 훈련을 통해 단순한 돌봄이 아닌 전문적 지식을 바탕으로 이루어진 전문가로써 인식이 넓혀지기 시작하였다. 본 연구는 과거와 현재 공존하면서 다양한 문제를 일으키고 있는 전염병에 대한 역사적 재탐색을 하였다는 것에 의의가 있다. 또한 간호사의 새로운 역할과 사명감을 새롭게 조명했다는 것에 의의가 있다.

춘천지역에서 생장하는 주요 수종의 연륜형성(I) - 형성층 활동기간에 관하여 - (Annual Ring Formation of Major Wood Species Growing in Chuncheon, Korea(I) - The Period of Cambium Activity -)

  • 권성민;김남훈
    • Journal of the Korean Wood Science and Technology
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    • 제33권4호통권132호
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    • pp.1-8
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    • 2005
  • 춘천지역에서 생장하는 주요수종의 생장특성을 규명하기 위해 형성층 분열기 및 형성층의 휴지기를 조사하였다. 소나무와 잣나무는 3월 중순~하순에 형성층 활동이 시작되었다. 5월 하순에서 7월 중순 사이에 형성층 세포의 분열이 활발하였고, 이 때 잣나무의 세포 수가 소나무의 세포 수보다 크게 증가하였다. 환공재인 신갈나무와 아까시나무의 형성층 분열은 3월 중순경에 개시되었으며 동시에 도관 형성이 시작되었다. 산공재인 층층나무와 산벚나무의 형성층은 4월 초에 분열을 개시하였고 도관은 이보다 1~3주일 늦게 형성되는 것으로 관찰되었다. 형성층 활동이 멈추는 시기는 침엽수 11월 초순경, 활엽수 10월 중순경으로 관찰되었다. 따라서 형성층의 활동은 동일한 환경조건에서도 수종간에 차이가 있는 것으로 나타났다.