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视觉深度模型炼知技术
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作者 宋明黎 《人工智能》 2024年第1期24-44,共21页
随着深度学习在计算机视觉领域的广泛应用,人们针对不同的计算机视觉任务训练积累了大量的深度模型,如何对这些视觉深度模型进行按需定制、灵活可配的深度重组,从而降低标注、训练、部署、运维成本,成为一个亟待解决的问题。针对视觉深... 随着深度学习在计算机视觉领域的广泛应用,人们针对不同的计算机视觉任务训练积累了大量的深度模型,如何对这些视觉深度模型进行按需定制、灵活可配的深度重组,从而降低标注、训练、部署、运维成本,成为一个亟待解决的问题。针对视觉深度模型任务多样、类型繁多、结构各异、数量庞大等特点,视觉深度模型炼知技术以面向灵活可配的视觉深度模型重组研究为主线,按照由易而难,由特殊到一般的研究思路,对视觉深度模型重组相关的同构模型深度重组、异构模型深度重组、深度模型可重组度量,以及视觉深度模型重组图谱等关键技术展开研究。该技术将为低成本视觉深度模型定制、数据隐私与安全、深度学习平民化,以及基于深度模型的知识分享与交易等应用提供算法基础和实现支持,具有重要的理论价值和应用价值。 展开更多
关键词 视觉深度模型复用 同构模型重组 异构模型重组 重组度量 模型重组图谱
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Construction of Molecular Genetic Linkage Map Based on an RIL Population of Rice and Detection of QTLs for Tiller Angle 被引量:1
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作者 张亚东 董少玲 +7 位作者 张颖慧 陈涛 赵庆勇 朱镇 周丽慧 姚姝 赵凌 王才林 《Agricultural Science & Technology》 CAS 2013年第5期689-694,共6页
In this study, an RIL (recombinant inbred line) population containing 240 lines was developed by single seed descent method (SSD) based on a parent com- bination of small-grain indica cultivar Kasalath and large-g... In this study, an RIL (recombinant inbred line) population containing 240 lines was developed by single seed descent method (SSD) based on a parent com- bination of small-grain indica cultivar Kasalath and large-grain japanica cultivar TD70 with significant differences in plant type traits, to construct the molecular genetic linkage map. Totally 838 SSR (Simple Sequence Repeat) markers were used for polymorphism screening between parents, 302 SSR markers with polymorphism were detected, with a frequency of 36.04%; 141 SSR markers with clear amplified bands and uniform distribution in the genome were finally used for genotype analysis of the RIL population. According to the experimental results, the frequency of male and female genotype in this RIL population was respectively 53% and 47%, suggesting good balance in population structure. A molecular genetic linkage map of rice was constructed by 141 markers based on a RIL population of 240 lines, with a total genetic distance of about 1 832.47 cM covering all 12 chromosomes, an average genetic distance between markers of 12.70 cM and a range of genetic distance be- tween markers of 0.43-36.11 cM, which is consistent with basic requirements of quantitative trait locus (QTL) mapping. Except for few markers on chromosomes 1 and 8, the order and location of markers is similar to the published sequences of Nipponbare. QTL analysis for the tiller angle was conducted with this RIL population of 240 lines, and results showed that three QTLs controlling tiller angle were detected on chromosome 8, 9 and 11, which were named qTA8, qTA9 and qTA11, with a contribution rate of 4.10%, 26.08% and 4.35%, respectively. To be specific, qTA9 contained Tiller Angle Controlling (TAC1) gene. The construction of this molecular genetic linkage map laid the foundation for genetic analysis and QTL mapping of various traits in the progeny of indica and japonica. 展开更多
关键词 Recombinant inbred line Molecular genetic linkage map Tiller angle QTL SSR
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人类白细胞抗原分子遗传中的基因重组 被引量:11
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作者 骆媛 孙玉英 奚永志 《中华医学遗传学杂志》 CAS CSCD 北大核心 2005年第4期427-430,共4页
深入研究人类白细胞抗原(humanleucocyteantigen,HLA)基因重组的分子生物学特性,对于揭示其等位基因多样性形成的演化机理以及人体所具有的抵抗多样致病微生物的防御能力具有重要意义。国外学者通过家系调查研究、统计学分析等方法估算... 深入研究人类白细胞抗原(humanleucocyteantigen,HLA)基因重组的分子生物学特性,对于揭示其等位基因多样性形成的演化机理以及人体所具有的抵抗多样致病微生物的防御能力具有重要意义。国外学者通过家系调查研究、统计学分析等方法估算了HLA的重组频率,证实了一些重组发生的热点,并且对重组的单倍型特异性、序列基序特异性、性别特异性等进行了深入研究。本文就HLA重组的交换频率、重组热点以及其它特性的研究现状作一综述。 展开更多
关键词 人类白细胞抗原 分子遗传 基因重组 同源染色体 重组图谱
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