{“id”:“https://openalex.org/W4393118946“,”doi“:”https://doi.org/10.48550/arxiv.2403.14410“,”title“:“GLC++:通过全局-局部聚类和对比相似性学习进行无源通用域适配”,“display_name”:“GLC++:通过全局/局部聚类和比较相似性学习实现无源通用领域适配”、“publication_year”:2024,“publication_date”:“2024-03-21”,“ids”:{“openalex”:“https://openalex.org/W4393118946“,”doi“:”https://doi.org/10.48550/arxiv.2403.14410“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2403.14410,“pdf_url”:https://arxiv.org/pdf/2403.14410,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”type“:”preprint“,”type_crossref“:“posted-content”,“indexed_in”:[”arxiv“],‘open_access’:{”is_oa“:true,”“oa_status”:“green”,“oa_url”:“https://arxiv.org/pdf/2403.14410“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5070358967“,”display_name“:”三清区“,”orcid“:null},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”曲,三清“,”raw _affiliation_strings“:[],“从属关系”:[]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5035796941“,”display_name“:”Zou Tianpei“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Zou,Tianpei“,”raw _affiliation_strings“:],”affiliations“:【】},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5047626282“,”display_name“:”Florian R\u00f6hrbein“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”R\u00 f6hrBein,Florian“,”raw _affiliation_strings“:【】,”affiliations“:〔〕},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5010726528“,”display_name“:”策五路“,”兽人“:”https://orcid.org/0000-0002-4023-9257“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Lu,Cewu“,”raw_affiliation_strings“:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5051004555“,”display_name“:”Guang Chen“,”orcid“:”https://orcid.org/0000-0002-7416-592X“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Chen,Guang”,“raw_affiliation_strings”:[],“affiliations”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5001819736“,”display_name“:”陶大成“,”orcid“:”https://orcid.org/00000-0002-5979-578X“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”道,大成“,”raw关联字符串“:[],“隶属关系”:[]},{“author_position”:“last”,“author”:{“id”:“”https://openalex.org/A5066099338“,”display_name“:”蒋长军“,”兽人“:”https://orcid.org/0000-0003-0637-9317“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”蒋长军“,”raw关联字符串“:[],“隶属关系”:[]}],“国家区分计数”:0,”机构区分计数“:0,“对应作者id”:[]、“对应机构id”:[]、“apc_list”:null,“apc_payed”:null,“fwci”:null,“hasi”_fulltext“:false,”cited_by_count“:0,”cited_by_percentile_year“:{”min“:0”,“max”:91},“biblio”:{“volume”:null,“issue”:nul,“first_page”:null,“last_page”:null},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T11307“,”display_name“:”转移学习和领域适应的进展“,”score“:0.9817,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”Physical Sciences“}},”topics“:[{”id“:”https://openalex.org/T11307“,”display_name“:”转移学习和领域适应的进展“,”score“:0.9817,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/domain-adaptation网站“,”display_name“:”域适配“,”score“:0.592731},{”id“:”https://openalex.org/keywords/clustering-analysis网站“,”display_name“:”聚类分析“,”score“:0.561251},{”id“:”https://openalex.org/keywords/transfer-learning网站“,”display_name“:”转移学习“,”score“:0.541668},{”id“:”https://openalex.org/keywords/unsupervised学习“,”display_name“:”无监督学习“,”score“:0.516684},{”id“:”https://openalex.org/keywords/meta-learning(https://openalex.org/keywords/meta-learning)“,”display_name“:”Meta-Learning“,”score“:0.511951}],”concepts“:[{”id“:”https://openalex.org/C2776434776,“wikidata”:https://www.wikidata.org/wiki/Q19246213“,”display_name“:”域自适应“,”level“:3,”score“:0.66617554},{”id“:”https://openalex.org/C73555534,“wikidata”:https://www.wikidata.org/wiki/Q622825“,”display_name“:”聚类分析“,”level“:2,”score“:0.6146513},{”id“:”https://openalex.org/C139807058,“wikidata”:https://www.wikidata.org/wiki/Q352374“,”display_name“:”适应(眼睛)“,”级别“:2,”分数“:0.5993727},{”id“:”https://openalex.org/C36503486,“wikidata”:https://www.wikidata.org/wiki/Q11235244“,”display_name“:”域(数学分析)“,”level“:2,”score“:0.5412857},{”id“:”https://openalex.org/C41008148“,”wikidata“:”https://www.wikidata.org/wiki/Q21198(网址:https://www.wikidata.org/wiki/Q21198)“,”display_name“:”计算机科学“,”level“:0,”score“:0.44859117},{”id“:”https://openalex.org/C185592680,“wikidata”:https://www.wikidata.org/wiki/Q2329“,”display_name“:”Chemistry“,”level“:0,”score“:0.32776916},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.3061633},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.29460466},{”id“:”https://openalex.org/C15744967,“wikidata”:https://www.wikidata.org/wiki/Q9418“,”display_name“:”心理学“,”等级“:0,”分数“:0.24088517},{”id“:”https://openalex.org/C169760540“,”wikidata“:”https://www.wikidata.org/wiki/Q207011“,”display_name“:”Neuroscience“,”level“:1,”score“:0.08244541},{”id“:”https://openalex.org/C134306372,“wikidata”:https://www.wikidata.org/wiki/Q7754“,”display_name“:”数学分析“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C95623464,“wikidata”:https://www.wikidata.org/wiki/Q1096149“,”display_name“:”分类器(UML)“,”level“:2,”score“:0.0}],”mesh“:[],”locations_count“:1,”location“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2403.14410,“pdf_url”:https://arxiv.org/pdf/2403.14410,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2403.14410,“pdf_url”:https://arxiv.org/pdf/2403.14410,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[],“grants”:[]https://openalex.org/W4389474468","https://openalex.org/W4321649381","https://openalex.org/W4300172004","https://openalex.org/W4295929828","https://openalex.org/W4287210399","https://openalex.org/W3203792196","https://openalex.org/W3180787869","https://openalex.org/W3156096827","https://openalex.org/W2997645659","https://openalex.org/W2955455867“],”ngrams_url“:”https://api.openalex.org/works/W4393118946/ngrams网站“,”abstract_inverted_index“:{”Deep“:[0],”neural“:[1],”networks“:[2],”commery“:[3],”exhibit“:[4],”sub-optimal“:[5],”performance“:[6],”under“:[7],”covariate“:[8],”and“:[9,52,64135140152158],”category“:[10141169],”shifts“:[11],”Source-Free“:/12,37],”Domain“:%13,39],”Adaptation“:[14]40],“(SFDA)”:[15],“礼物”:[16],“a”:[17,61,84124],“承诺“:[18],”解决方案“:[19],”到“:[20,29,43,49,77,89102121],”这个“:[21,33],”两难“,”:[22],“尚未”:[23],“大多数”:[24147],“SFDA”:[25],“方法”:[26],“是”:[27],“受限”:[28],“封闭集”:[30,98],“场景。“:[31143],“In”:[32],“paper”:[34],“we”:35118],“explore”:[36],“Universal”:[38],“(SF-UniDA)”:[41],“aiming”:[42],“accurate”:[44],“classify”:[45],“known”:[46],“data”:[P7],“归属”:[48],“common”:[50],“categories”:[51],“segate”:[P3],“them”:[54],”来自“:[55],”target-private“:[56],”“未知”“:[57106113],”数据。“:[58],“我们”:[59129],“提议”:[60],“新颖”:[62168],“全局”:[63],“本地”:[65],“聚类”:[66],“(GLC)”:[67],“技术”,“:[68],“其中”:[69],“包括”:[70],“an”:[71],“自适应”:[72],“one-vs-all”:[73],“全球”:[74],“集群”:[75,87170],“算法”:[76],”“:[78],”介于“:[79],”目标“:[80],”类,“:[81],”补充“:[82],”通过“:[83156174],”本地“:[85],”k-NN“:[86],”策略“:[88186],”缓解“:[90],”负面“:[91],”转移。“:[92],”尽管“:[93],”该“:[94,96109131146167182],”有效性“:[95],”固有“:[97],”源“:[99],”架构“:[100],”引线“:[101],”统一“:[103],”治疗“:[104],”的“:[105111133172],”数据“:[107],”阻碍“:[108],”识别“:[110],”不同“:[112],”类别。“:[114],”To“:[115],”address“:[116],”this“:[117],”evolve“:[119],”GLC“:[12134151173190],”GLC++“:[122],”integrating“:[123],”对比“:[125184],”亲和力“:[126],”学习“:[127185],”战略。“:[128],”检查“:[130],”优势“:[132],”GLC++“:[136153165],”跨越“:[137],”倍数“:[138],”基准“:[139],”移位“:[142],”显著“:[144],”in“:[145160176],”挑战“:[148],”开放部分集“:[149],”情景“:[150],”超越“:[154],”关贸总协定“:[155],”16.7%“:[157],”18.6%“:[159],“H-score”:[161],“on”:[162179],“VisDA”,“:[163],”分别是。“:[164],”增强“:[166189],”准确性“:[171],”4.3%“:[175],”开放集“:[177],”场景“:[178],”办公厅。“:[180],”“此外,”:[181],“引入”:[183],“不”:[187],“仅”:[188],“但”:[191],“还”:[192],“显著”:[193],“便利”:[194],“现有”:[195],“方法论。“:[196]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4393118946“,”counts_by_year“:[],”updated_date“:”2024-06-20T07:45:57.243735“,”created_date:“2024-03-24”}“