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1、学校代叫10690UDC密t&懒库M大号SHENZHENUNIVERSITY硕士学位论文基于对比学习与原型视图触合的小样本图像分类研究学位申请人姓名杨XX学位申请入学号2023XXX专业（领域）名称软件工程学位类别工程学院（部、研究院）XX学院导帅姓名张XX李XX二OXX年X月此山为外内忸板.笊位论工外M:丸堡an伐.峥I：於位论X外N为超色.姆卜号位论文外N为国色外rE,MMfc一从新九生JHM井责下隹学堂校出敕极Q*WMttr即烈出上体力学位说丈乂怆IH成拓分如左或皎Y.注，竽生电彳MH，*X(MtX).从内a开深圳大学士学位论文基于对比学习与嵌里视su合的小仔本图像分类*究S分类号学校代
2、码10590UDC密级硕士学位论文基于对比学习与原型视图融合的小样本图像分类研究学位申请人姓名杨XX学位申请人学号2023专业（领域）名称软件工程学位类别工程学院（部、研究院）XX学院导师姓名张XX李XX二OXX年X月深圳大学学位论文原创性声明本人郑重声明：所呈交的学位论文是本人在导见j的指导下，独立进行研究工作所取得的成果。除文中已经注明引用的内容外，本论文不含任何其他个人或集体已经发表或撰写的作品或成果。对本文的研究做出重要贡献的个人和集体，均已在文中以明确方式标明.本声明的法律后果由本人承担。论文作者签名：日期：年月日深圳大学学位论文使用授权说明本学位论文作者完全了解深圳大学关于收集、保
3、存、使用学位论文的规定，即：研究生在校攻读学位期间论文工作的知识产权堆位属深圳大学。学校有权保留学位论文并向国家主管部门或其他机构送交论文的电了版和纸质版,允许论文被杳阅和借阅。本人授权深圳大学可以将学位论文的全部或部分内容编入有关数据库进行检索，可以采用影印、缩印或扫描等复制手段保存、汇编学位论文。（涉密学位论文在解密后适用本授权15）论文作者签名：导师签名：日期:日期:基于对比学习与原型视图融合的小样本图像分类研究XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
4、XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX关询：XXXX,XXXXX,XXXXXtXXXX.XXXXXXReSeafVhOnFewshoi1.eamingWi1.hCoINrWdiVeIearningandPIotoypeVieUtfusionABSTRACTxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx
5、xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxKeywords:XXXXXXXXX.XXXXXXX.XXXXXXXXXXX.XXXXXXXXXX.xxxxxxxxx错误!未定义书签。ABSTRACT11符号和缩略语说明（若无，请IH除）IV第一章XXXX1111. 1XXXXXXXX错误!未定义书签1.2XXXXXXXX错误!未
6、定义书签.1.3XXXXXXXX错误!未定义书签.幡误!未定义书笠.错误!未定义书签.错误!未定义书筌.错误!未定义书签.2. 1XXXXXXXX2. 2XXXXXXXX2.1.1 XXXXXXXX2.1.2 XXXXXXXX第三章错误!未定义书签。3. IXXXXXXXX错误!未定义书筌.3. 2XXXXXXXX43. 3XXXXXXXX5第四章4. 1XXXXXXXX65. 2XXXXXXXX64. 3XXXXXXXX61. 3.1XXXXXXXX64. 3.2XXXXXXXX6；五章XXXXXX75. 1XXXXXXXX75. 2XXXXXXXX7文献8附录（就，请IH除）9致谢10攻读
7、演士学位期间的科研成果11附：指导教师对研究生学位论文的学术评语答辩委员会决议书符号和缩略语说明符号和缩略语说明DFT密度泛函理论(DensityFunctiona1.ThCOry)HP1.C高效液相色谱(HighPerformance1.iquidChromatography)1.C-MS液相色谱-质谱联用(1.iquidChroinatography-MassSpectrum)SCRE自治反应场(SeIf-COnSiS1.en1.ReactionFie1.d)TIC总离子浓度(Tota1.IonContent)ZPE零点振动能(ZeroVibra1.ionEnergy)Ea化学反应的活化能
8、(ActivationEnergy)G*活化自由能(AciivaiionFreeEnergy)vi虚频(Imaginarj1Frequency)第一章XXXXXX1.1 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX1.2 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
9、XXXXXXXXXXXXXXXXXXXXXXXXXXXXX1.3 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx第二章XXXXXX2.1 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX2.2 XXXXXXXX2.
10、2.12.2.1.1XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX1 .XXXXXXXXXXXXXXXX2 .XXXXXXXXXXXXXXXX(1) XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX(2) XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
11、XXXXXXXXXXXXXXXX(DXXXXXXxXXXXXXXXXXXXXXXxXXXXXXXXXXXXXXXxXXXXXXXXX2.2.1.2XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX2.2.2W”;XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
12、XXXXX第三章XXXXXX3.1 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX,见图3-1：波长Znm图军1不同光毒照射30分林后窝定的量样品常外一可见吸收光谱T3至密XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX,如图3-
13、2所示：a自旋为0的自旋总态b）共价谨的断裂与理组（c白旋间形成长程纠缠图军2量子自旋液体的基本物理图像XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX，如图3-3所示：工囿12oeoEMW9。工R(IMim
14、)子像素宽度为（八）20m(b)10mc)5mBB33台阶仪试不R1.子供素区域的厚度3.2 XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX,详见表3-1：表5-1KitaeV型QS1.候选材料的基本性商汇总Materia1.sSPaCCTnwg(K)MagnCtiegrOUndRefeNgSUftMtrwU、4;t-I76()NaUQC2m15-40(/)5()Zigzag1.90-1.i1.rjC2m15-250(R)-90.2Spira1.42.I94)A-1.iJrO.Fddd3812.9(OtI)21.6(ft)Spira1.(57.1.91.续下
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