{“id”:“https://openalex.org/W4385568170“,”doi“:”https://doi.org/10.1145/3580305.3599347“,”title“:”Federated Few shot Learning“,”display_name“:”Federated Few shot Learning“,”publication_year“:2023,”publication_date“:”2023-08-04“,”ids“:{”openalex“:”https://openalex.org/W4385568170“,”doi“:”https://doi.org/10.1145/3580305.3599347“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1145/3580305.3599347,“pdf_url”:https://dl.acm.org/doi/pdf/10.1145/3580305.3599347“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“procesdings-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”青铜“,”oa_url“:”https://dl.acm.org/doi/pdf/10.1145/3580305.3599347“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5000157374“,”display_name“:”宋王“,”兽人“:”https://orcid.org/0000-0003-1273-7694},“机构”:[{“id”:https://openalex.org/I51556381“,”display_name“:”弗吉尼亚大学“,”ror“:”https://ror.org/0153tk833“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I51556381“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Song Wang“,”raw _affiliation_strings“:[“弗吉尼亚大学,弗吉尼亚州夏洛茨维尔”],”affiliations“:[{”raw _affiliation_string“:”弗吉尼亚大学,美国弗吉尼亚州夏洛茨维尔”,“institution_ids”:[“https://openalex.org/I51556381“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5008919658“,”display_name“:”Xingbo Fu“,”orcid“:”https://orcid.org/0000-0002-5419-3157},“机构”:[{“id”:https://openalex.org/I51556381“,”display_name“:”弗吉尼亚大学“,”ror“:”https://ror.org/0153tk833“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I51556381“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”傅兴波“,”raw _ afiliation_strings“:[“弗吉尼亚大学,弗吉尼亚州夏洛茨维尔”],”从属关系“:[{”raw _affiliation_strong“:”弗吉尼亚大学,美国弗吉尼亚州夏洛茨维尔”,“institution_ids”:[”https://openalex.org/I51556381“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A504455276“,”display_name“:”Kaize Ding“,”orcid“:”https://orcid.org/0000-0001-6684-6752},“机构”:[{“id”:https://openalex.org/I55732556“,”display_name“:”亚利桑那州立大学“,”ror“:”https://ror.org/03efmqc40“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I55732556“]}],”countries“:[”US“],”is_corresponding“:false,”raw_author_name“:”Kaize Ding“,”raw _ afiliation_strings“:【”亚利桑那州立大学,美国亚利桑那州坦佩“】,”affiliations“:[{”raw_ afiliation _string“:”亚利桑那州立大学https://openalex.org/I55732556“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5047658836“,”display_name“:”陈晨“,”兽人“:”https://orcid.org/0000-0002-7099-7905},“机构”:[{“id”:https://openalex.org/I51556381“,”display_name“:”弗吉尼亚大学“,”ror“:”https://ror.org/0153tk833“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I51556381“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:Chen Chen”,“raw_affiliation_strings”:[“弗吉尼亚大学,弗吉尼亚州夏洛茨维尔”],“附属机构”:[{“raw_affiliation_string”:“弗吉尼亚州夏洛茨维尔,美国弗吉尼亚大学”,“institution_ids”:[”https://openalex.org/I51556381“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5002747558“,”display_name“:”陈海丹“,”兽人“:”https://orcid.org/0000-0002-6360-558X},“机构”:[{“id”:https://openalex.org/I58956616“,”display_name“:”凯斯西储大学“,”ror“:”https://ror.org/051fd9666“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I58956616“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”陈慧源“,”raw _ afiliation_strings“:[“美国俄亥俄州克利夫兰凯斯西储大学”],”affiliations“:[{”raw _affiliation_strong“:”美国俄亥俄州克里夫兰凯斯西储大学“,”institution_ids“:[https://openalex.org/I58956616“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5022346427“,”display_name“:”李俊东“,”orcid“:”https://orcid.org/0000-0002-1878-817X},“机构”:[{“id”:https://openalex.org/I51556381“,”display_name“:”弗吉尼亚大学“,”ror“:”https://ror.org/0153tk833“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I51556381“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”李俊东“,”raw _ afiliation_strings“:[“弗吉尼亚大学,弗吉尼亚州夏洛茨维尔”],”affiliations“:[{”raw_ afiliation _string“:”弗吉尼亚大学,美国弗吉尼亚州夏洛茨维尔”,“institution_ids”:[”https://openalex.org/I51556381“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:3,”corresponding_author_ids“:[],”correcponding_institution_ids”:[]、“apc_list”:null,”apc_payed“:null、”fwci“:7.175,”has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“:{”volume“:null,”issue“:null,”first_page“:null.”last_page“:null},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10764“,”“display_name”:“数据分析和机器学习的隐私保护技术”,“score”:0.9997,“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/T10764“,”“display_name”:“数据分析和机器学习的隐私保护技术”,“score”:0.9997,“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/T11307“,”display_name“:”转移学习和领域适应的进展“,”score“:0.9818,”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/T11775“,”“display_name”:“深度学习在医学成像中的应用”,“score”:0.9491,“subfield”:{“id”:“https://openalex.org/subfields/2741“,”“display_name”:“放射、核医学和成像”},“字段”:{“id”:“https://openalex.org/fields/27“,”display_name“:”Medicine“},”domain“:{”id“:”https://openalex.org/domains/4“,”display_name“:”Health Sciences“}}],”keywords“:[{”id“:”https://openalex.org/keywords/联邦学习“,”display_name“:”联合学习“,”score“:0.716467},{”id“:”https://openalex.org/keywords/fewl-shotlearning(https://openalex.org/keywords/fewl-shotlearning)“,”display_name“:”Few-Shot Learning“,”score“:0.625086},{”id“:”https://openalex.org/keywords/transfer-learning网站“,”display_name“:”转移学习“,”score“:0.569802},{”id“:”https://openalex.org/keywords/semi-supervised-learning网站“,”display_name“:”半监督学习“,”score“:0.54261},{”id“:”https://openalex.org/keywords/representation-learning网站“,”display_name“:”表征学习“,”score“:0.542557}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.84526134},{”id“:”https://openalex.org/C165696696,“wikidata”:https://www.wikidata.org/wiki/Q11287“,”display_name“:”Exploit“,”level“:2,”score“:0.7198983},{”id“:”https://openalex.org/C1960 83921,“wikidata”:https://www.wikidata.org/wiki/Q7915758“,”display_name“:”差异(会计)“,”级别“:2,”分数“:0.61056733},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.55945295},{”id“:”https://openalex.org/C2992525071,“wikidata”:https://www.wikidata.org/wiki/Q50818671“,”display_name“:”联合学习“,”level“:2,”score“:0.55355334},{”id“:”https://openalex.org/C177264268,“wikidata”:https://www.wikidata.org/wiki/Q1514741“,”display_name“:”Set(abstract data type)“,”level“:2,”score“:0.5529782},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.48108837},{”id“:”https://openalex.org/C51632099,“wikidata”:https://www.wikidata.org/wiki/Q3985153“,”display_name“:”训练集“,”level“:2,”score“:0.4654722},{”id“:”https://openalex.org/C2778344882,“wikidata”:https://www.wikidata.org/wiki/Q278938“,”display_name“:”Shot(pellet)“,”level“:2,”score“:0.46422598},{”id“:”https://openalex.org/C58489278,“wikidata”:https://www.wikidata.org/wiki/Q1172284“,”display_name“:”数据集“,”level“:2,”score“:0.45838588},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.32532188},{”id“:”https://openalex.org/C38652104,“wikidata”:https://www.wikidata.org/wiki/Q3510521“,”display_name“:”计算机安全“,”level“:1,”score“:0.13186207},{”id“:”https://openalex.org/C185592680,“wikidata”:https://www.wikidata.org/wiki/Q2329“,”display_name“:”Chemistry“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C121955636,“wikidata”:https://www.wikidata.org/wiki/Q4116214“,”display_name“:”Accounting“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C178790620,“wikidata”:https://www.wikidata.org/wiki/Q11351“,”display_name“:”有机化学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C144133560,“wikidata”:https://www.wikidata.org/wiki/Q4830453“,”display_name“:”Business“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C199360897,“wikidata”:https://www.wikidata.org/wiki/Q9143“,”display_name“:”编程语言“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1145/3580305.3599347,“pdf_url”:https://dl.acm.org/doi/pdf/10.1145/3580305.3599347“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”版本“:”已发布版本“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2306.10234,“pdf_url”:https://arxiv.org/pdf/2306.10234,“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://doi.org/10.1145/3580305.3599347,“pdf_url”:https://dl.acm.org/doi/pdf/10.1145/3580305.3599347“,”source“:null,”license“:”cc-by“,”licence_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”score“:0.44,”display_name“:”目标伙伴关系“,”id“:”https://metadata.un.org/sdg/17“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:14,”referrenced_works“:【”https://openalex.org/W1515087027","https://openalex.org/W1861234877","https://openalex.org/W1997838466","https://openalex.org/W2008342891","https://openalex.org/W2912213068","https://openalex.org/W2962687275","https://openalex.org/W2982049331","https://openalex.org/W3042621011","https://openalex.org/W3091635927","https://openalex.org/W3094624443","https://openalex.org/W3152507776","https://openalex.org/W4221030344","https://openalex.org/W4283645071","https://openalex.org/W4311080353“],”related_works“:[”https://openalex.org/W4381430104","https://openalex.org/W4226059458","https://openalex.org/W4214626077","https://openalex.org/W3132346564","https://openalex.org/W3080832531","https://openalex.org/W2995102745","https://openalex.org/W2991483587","https://openalex.org/W2914559142","https://openalex.org/W2786391746网址","https://openalex.org/W17155033“],”ngrams_url“:”https://api.openalex.org/works/W4385568170/ngrams网站“,”“abstract_inverted_index”:{“Federated”:[0],“Learning”:[1],“(FL)”:[2],“enables”:[3],“multiple”:[4],“clients”:[5,31,74133169],“to”:[6,52124132146160217],“collaborative”:[7],“没有”:[13],“交换”:[14],“他们的”:[15],“自己的”:%16]本地“:[17180191227],”数据。“:[18],”In“:[19,70105141],”this“:[20106142147],”way“:[21],”the“:[22,26,34,88138155171179187219243250],”server“:[23],”can“:[24,75130],”exploit“:[25],”computerative“:[27],”power“:[2],”of“:[29,40,811892245],”all“:[30,44],”and“:[32178213226240],”train“:[33],”“on”:[36117232],“larger”:[38],“set”:[39],“数据“:[41,67,91136166174181192224228],”样本“:[42,82],”中间“:[43168176],”客户端。“:[45119],”虽然“:[46],”这样“:[47],”机制“:[49],”是“:[50102122],”证明“:[51],”被“:[53],”有效“:[54],”in“:[55173183],”各种“:[56],”字段“:[57],”现有“:[58108],”工作“:[59],”一般“:[60],”假设“:[61],”that“:[62129236],”each“:[63184],”客户端“:[64185],”preserves“:[65],”sufficient“:[66],”for“:[68193],”training。“:[69],”实践“:[71],”然而,“:[72],”确定“:[73],”仅“:[76],”包含“:[77],”有限“:[79135],”数字“:[80],”(即“:[83170186],”少数“:[84127152205],”样本)。“:[85],”For“:[86],”example“:[87],”available“:[89],”photo“:[90],”taked“:[92],”by“:[93],”specific“:[95],”user“:/96],”with“:+[97134208249],”new“:999],”mobile“:[100],”device“:[101],”relative“:[103],”rable“。“:[104],”场景“,:[107],”FL“:[109139],”努力“:[110],”典型“:[111],”遭遇“:[112],”重要“:[114],”性能“:[115],”下降“:[116],”这些“:[118197],”因此,“:[120],”it“:[121],“紧急”:[123],“发展”:[125],“概括”:[131],“根据”:[137],“场景。”:[140],“论文”:[143],“我们”:[144200],“参考”:[145],“小说”:[148203],“问题“:[149156],”作为“:[150],”联邦“:[151204],”学习。“:[153],“尽管如此,”:[154],“仍然”:[157],“具有挑战性”:[158],“到期”:[159],“两个”:[161198209],“主要”:[162],“原因:”:[163],“全局”:[165223],“方差”:[167225],“差异”:[172],“分布”:[175],“客户)”:[177],“不足”:[182],“缺乏”:[188],“充足”:[190],“培训)。“:[194],“致”:[195],“克服”:[196],“挑战”,:[199],“建议”:[201],“框架”:[207247],“单独”:[210],“更新”:[211],“模型”:[212],“专用”:[214],“培训”:[215],“策略”:[216],“减少”:[218],“不利”:[220],“影响”:[221],“不足”。“:[229],”广泛“:[230],”实验“:[231],”四“:[233],”流行“:[234],”数据集“:[235],”封面“:[237],”新闻“:[238],”文章“:[239],”图像“:[241],”验证“:[242],”有效性“:[244],”我们的“:[246],”比较“:[248],”最新“:[251],”基线。“:[252]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4385568170“,”counts_by_year“:[{”年份“:2024,”cited_by_count“:2},{”年“:2023,”cited_by_count”:4}],”更新日期“:“2024-06-21T18:46:01.031429”,”创建日期“:”2023-08-05“}