• Title/Summary/Keyword: BEGAN

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

  • Cho, Kyu Cheol;Kim, San
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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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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A HISTOLOGIC AND AUTORADIOGRAPHIC STUDY ON THE EARLY CHANGES IN THE MOVEMENTS OF RAT INCISORS (백서의 전치 이동시 초기 변화에 관한 조직학적 및 자기방사법적 연구)

  • Yoo, Ki-Whan;Kim, Sang-cheol;Kook, Yoon-A
    • The korean journal of orthodontics
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    • v.23 no.2 s.41
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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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Deep Learning based Singing Voice Synthesis Modeling (딥러닝 기반 가창 음성합성(Singing Voice Synthesis) 모델링)

  • Kim, Minae;Kim, Somin;Park, Jihyun;Heo, Gabin;Choi, Yunjeong
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.127-130
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    • 2022
  • This paper is a study on singing voice synthesis modeling using a generator loss function, which analyzes various factors that may occur when applying BEGAN among deep learning algorithms optimized for image generation to Audio domain. and we conduct experiments to derive optimal quality. In this paper, we focused the problem that the L1 loss proposed in the BEGAN-based models degrades the meaning of hyperparameter the gamma(𝛾) which was defined to control the diversity and quality of generated audio samples. In experiments we show that our proposed method and finding the optimal values through tuning, it can contribute to the improvement of the quality of the singing synthesis product.

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

  • Ihm, Byung-Sun;Gae-Hong Suh;Jeom-Sook Lee
    • The Korean Journal of Ecology
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    • v.16 no.3
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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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    • v.3 no.2
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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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    • v.39 no.2
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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.

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

  • Park, Kwan-Soo
    • The Journal of the Korean dental association
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    • v.58 no.9
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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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The Oxidative Effects of Benzo[a]pyrene in Rat Hepatocyte Primary Culture (랫드 간세포 일차배양에서 Benzo[a]pyrene의 산화 효과)

  • Im, Tae Jin
    • Journal of Environmental Science International
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    • v.13 no.4
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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.

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

  • Jung, Eun Young
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.3
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    • pp.19-26
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    • 2020
  • The purpose of this study is to understand the history of nursing and present a new direction of nursing by elucidating the role of nurses in the process of social meaning and change of infectious diseases in modern (1876-1945) Korean society. In the past history, epidemics have caused many problems in society and have tried their best to manage them. The role and presence of the nurse began to emerge during the past time. The concept of hygiene began to be recognized for the management of epidemics, and the role and presence of nurses began to emerge at the center. It was recognized that the role of nurses in modern Korean society was an auxiliary role in the early stages. However, through specialized education and training, recognition as an expert began to spread based on specialized knowledge rather than simple care. In this study, it is significant that we have historically searched for infectious diseases causing various problems while coexisting past and present. In addition, it is significant that the new role and sense of mission of the nurses were newly illuminated.

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

  • Kwon, Sung Min;Kim, Nam Hun
    • Journal of the Korean Wood Science and Technology
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    • v.33 no.4 s.132
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    • pp.1-8
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    • 2005
  • The initiation and cessation of cambial activities were investigated to find out the growth characteristics of the major species growing in Chuncheon, Korea. The division of cambial zone in Pinus densiflora and Pinus koraiensis began from the middle of March through the end of March. The activity of cambial zone in P. densiflora and P. koraiensis was vigorous from the end of May through the middle of July. During this period the number of cells increased rapidly in radial direction. However, the number of cells in P. densiflora was gradually increased. The division of cambial zone in ring-porous wood, such as Quercus mongolica and Robinia pseudoacacia began in the middle of March, before the formation of vessel. The division of cambial zone in diffuse-porous wood, such as Cornus controversa and Prunus sargentii, began in early April, and then the formation of vessels began after one to three weeks. It was considered that the cambial zone in softwood was ceased from the beginning of November, whereas cambial activities in hardwood ceased in the middle of October. Consequently, the formation of growth ring was different among the species, even though the trees were grown under the same conditions.