{“id”:“https://openalex.org/W4304699905“,”doi“:”https://doi.org/10.48550/arxiv.2210.03927“,”title“:“APE:对齐预训练编码器以快速学习对齐的多模态表示”,“display_name”:“APE:对齐预训练解码器以快速学习校准的多模态表达”,“publication_year”:2022,“publiation_date”:“2022-01-01”,“ids”:{“openalex”:“https://openalex.org/W4304699905“,”doi“:”https://doi.org/10.48550/arxiv.2210.03927“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2210.03927“,”pdf_url“:空,”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,”is_core“:fase,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”type“:”preprint“,”type_crossref“:“posted-content”,”indexed_in“:[”arxiv“,”datacite“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”oa_url“:”https://arxiv.org/abs/2210.03927“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5075587107“,”display_name“:”Elan Rosenfeld“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Rosenfell,Elan“,”raw _affiliation_strings“:],”affiliations“:【】},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5068388812“,”display_name“:”Venkatesan Guruswami“,”orcid“:”https://orcid.org/0000-0001-7926-396“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:”Nakkiran,Preetum“,”raw _ afiliation_strings“:[],“从属关系”:[]},{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5059295598“,”display_name“:”Hadi Pouransari“,”orcid“:null},”institutions“:[],”countries“:[],”is_correresponsing“:false,”raw_author_name“:”Pouransari,Hadi“,”raw_affiation_strings“:[],”affiliations“:[]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5028613002“,”display_name“:”Oncel Tuzel“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Tuzel,Oncel“,”raw _affiliation_strings“:],”affiliations“:[/]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5036601505“,”display_name“:”Fartash Faghri“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“,”Faghri,Fartash”,“raw_affiliation_strings”:[]、“affiliations”:[]}],“countries_distiction_count”:0,“institutions_distinact_count“:0,”corresponding_author_ids“:[】,”apc_list“:null,”apc_payed“:null,”fwci“:null,”has_fulltext“:false,”cited_by_count“:0,”cited_by_percentile_year“:{”min“:0”max“:66},”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“:0.9979,”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“}},”主题“:[{”id“:”https://openalex.org/T11307“,”display_name“:”转移学习和领域适应的进展“,”score“:0.9979,”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“}},{”id“:”https://openalex.org/T11714“,”“display_name”:“图像和视频中的可视问答”,“score”:0.9963,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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“}},{”id“:”https://openalex.org/T10775“,”“display_name”:“图像处理中的生成对手网络”,“score”:0.9873,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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/fewl-shotlearning(https://openalex.org/keywords/fewl-shotlearning)“,”display_name“:”Few-Shot Learning“,”score“:0.555945},{”id“:”https://openalex.org/keywords/semi-supervised-learning网站“,”display_name“:”半监督学习“,”score“:0.555917},{”id“:”https://openalex.org/keywords/unsupervised学习“,”display_name“:”无监督学习“,”score“:0.550945},{”id“:”https://openalex.org/keywords/transfer-learning网站“,”display_name“:”转移学习“,”score“:0.543681},{”id“:”https://openalex.org/keywords/representation-learning网站“,”display_name“:”表征学习“,”score“:0.542351}],”concepts“:[{”id“:”https://openalex.org/C22019652,“wikidata”:https://www.wikidata.org/wiki/Q331309“,”display_name“:”Overfitting“,”level“:3,”score“:0.8732563},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7873924},{”id“:”https://openalex.org/C118505674,“wikidata”:https://www.wikidata.org/wiki/Q42586063“,”display_name“:”编码器“,”level“:2,”score“:0.646008},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.62914354},{”id“:”https://openalex.org/C2780451532,“wikidata”:https://www.wikidata.org/wiki/Q759676“,”display_name“:”任务(项目管理)“,”级别“:2,”分数“:0.6083494},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.5385197},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.34025246},{”id“:”https://openalex.org/C187736073,“wikidata”:https://www.wikidata.org/wiki/Q2920921“,”display_name“:”管理“,”级别“:1,”分数“:0.0},{”id“:”https://openalex.org/C162324750,“wikidata”:https://www.wikidata.org/wiki/Q8134“,”display_name“:”经济学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C111919701,“wikidata”:https://www.wikidata.org/wiki/Q9135“,”display_name“:”操作系统“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2210.03927“,”pdf_url“:空,”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,”is_core“:fase,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”http://arxiv.org/abs/2210.03927,“pdf_url”:http://arxiv.org/pdf/2210.03927,“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,”is_core“:fase,”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},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.2210.03927“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2210.03927“,”pdf_url“:空,”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,”is_core“:fase,”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”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa网站“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”sustainable_development_goals“:[],”grants“:[],”datasets“:],”versions“:[https://openalex.org/W4387297750","https://openalex.org/W4362597605","https://openalex.org/W4297676672","https://openalex.org/W4281702477网址","https://openalex.org/W3009056573","https://openalex.org/W2989932438","https://openalex.org/W2922073769","https://openalex.org/W2490526372","https://openalex.org/W2186333919","https://openalex.org/W1574414179“],”ngrams_url“:”https://api.openalex.org/works/W4304699905/ngrams网站“,”“abstract_inverted_index”:{“Recent”:[0],“advances”:[1],“in”:[2,93],“learning”:[3],“aligned”:[4],“multimal”:[5],“representation”:[6],“have”:[7],“been”:[8],“primary”:[9],“driven”:[10],“by”:[11,44],“training”:[12,37144],“large”:[13],“neural”:[14],:[16130],“巨大”,:[17],“嘈杂”:[18],“配对模态”:[19],“数据集”:[20],“In”:[21],“this”:[22,43,82],“work”,“we”:/24,79],“ask”:[25],“ift”:[26],“it”:[27],“is”:[28,84],“possible”:[29],“to”:[30,59,70100104109],“reach”:[31,42],“similar”:[32],“results”:[33],“with”:[34,86],“substantially”:[35],“less”:[36,98102102]139],“时间”:[38140],“和”:[39,52,78106141143],“数据”:[40],“我们”:[41,65],“采取”:[45],“优势”:[46],“共”:[47,55,63,90123137],“现有”:[48,72],“预处理”:[49],“单峰”:[50],“编码器”:[51,73],“小心”:[53],“管理”:[54],“对齐”:[56116],“数据”:[57132142],“相关”:[58],“该”:[60,91124],“下游”:[61],“任务”:[62],“兴趣”:[64],“研究”:[66],“a”:[67113],“natural”:[68],“approach”:[69],“aligning”:[71],“via”:[74],“小”:[75],“辅助”:[76],“函数”:[77],“查找”:[80],“那个”:[81],“方法”:[83119],“竞争性”:[85],“(或”:[87],“跑赢)”:[88],“状态”:[89122],“艺术”:[92125],“许多”:[94],“设置”:[95],“同时”:[96133],“存在”:[97],“倾向”:[99],“过拟合”:[101],“昂贵”:[103],“训练”:[105],“更多”:[107],“稳健”:[108],“分布”:[110],“shift.”:[111],“With”:[112],“properly”:[114],“selected”:[115],“distribution”,:[117],“our”:[118],“exceptes”:[120],“previor”:[121],“for”:[126],“ImageNet”:/127],“zero-shot”:[128],“classification”:%129],“public”:[131],“using”:[134],“two”:[135],“orders”:[136],“signity”:[138],“77%”:[145],“更少”:[146],“参数。”:[147]},“引用_by_api_url”:“https://api.openalex.org/works?filter=cites:W4304699905“,”counts_by_year“:[],”updated_date“:”2024-06-27T04:28:52.872888“,”创建日期“:”2020年10月12日“}