{"id":"https://openalex.org/W2767210436","doi":"https://doi.org/10.1109/tpami.2017.2771766","title":"Learning Consensus Representation for Weak Style Classification","display_name":"Learning Consensus Representation for Weak Style Classification","publication_year":2017,"publication_date":"2017-11-09","ids":{"openalex":"https://openalex.org/W2767210436","doi":"https://doi.org/10.1109/tpami.2017.2771766","mag":"2767210436","pmid":"https://pubmed.ncbi.nlm.nih.gov/29990099"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2017.2771766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2017.2771766","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101508520","display_name":"Shuhui Jiang","orcid":"https://orcid.org/0000-0002-7794-0653"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shuhui Jiang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028762600","display_name":"Ming Shao","orcid":"https://orcid.org/0000-0002-7686-8784"},"institutions":[{"id":"https://openalex.org/I100633361","display_name":"University of Massachusetts Dartmouth","ror":"https://ror.org/00fzmm222","country_code":"US","type":"education","lineage":["https://openalex.org/I100633361"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Shao","raw_affiliation_strings":["Department of Computer Information Science, University of Massachusetts Dartmouth, Dartmouth, MA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Information Science, University of Massachusetts Dartmouth, Dartmouth, MA","institution_ids":["https://openalex.org/I100633361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028910864","display_name":"Chengcheng Jia","orcid":"https://orcid.org/0000-0002-9562-5278"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chengcheng Jia","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005819096","display_name":"Yun Fu","orcid":"https://orcid.org/0000-0002-5098-2853"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Fu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101508520"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":1.7552,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.88766571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"40","issue":"12","first_page":"2906","last_page":"2919"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6539968848228455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6001434922218323},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5416951179504395},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5312378406524658},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46116819977760315},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4252203702926636},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34008657932281494}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6539968848228455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6001434922218323},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5416951179504395},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5312378406524658},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46116819977760315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4252203702926636},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34008657932281494},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2017.2771766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2017.2771766","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:29990099","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29990099","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W50236904","https://openalex.org/W81761343","https://openalex.org/W123584468","https://openalex.org/W181871703","https://openalex.org/W1146734363","https://openalex.org/W1479807131","https://openalex.org/W1493769376","https://openalex.org/W1498436455","https://openalex.org/W1575910154","https://openalex.org/W1640937687","https://openalex.org/W1905307128","https://openalex.org/W1994529670","https://openalex.org/W1997201895","https://openalex.org/W1998969073","https://openalex.org/W2025768430","https://openalex.org/W2045022844","https://openalex.org/W2051669046","https://openalex.org/W2072128103","https://openalex.org/W2072756774","https://openalex.org/W2074621908","https://openalex.org/W2076732853","https://openalex.org/W2096873754","https://openalex.org/W2102017903","https://openalex.org/W2108082645","https://openalex.org/W2121339428","https://openalex.org/W2135367695","https://openalex.org/W2137857332","https://openalex.org/W2145094598","https://openalex.org/W2145152441","https://openalex.org/W2151503710","https://openalex.org/W2157732827","https://openalex.org/W2165393093","https://openalex.org/W2186445378","https://openalex.org/W2295423552","https://openalex.org/W2466740836","https://openalex.org/W2520858298","https://openalex.org/W2739625297","https://openalex.org/W2949821452","https://openalex.org/W2997574889","https://openalex.org/W3103211861","https://openalex.org/W4231109964","https://openalex.org/W4236796448","https://openalex.org/W6602046302","https://openalex.org/W6605026522","https://openalex.org/W6629815555","https://openalex.org/W6639835855","https://openalex.org/W6674764686","https://openalex.org/W6675112735","https://openalex.org/W6681096077","https://openalex.org/W6682614849","https://openalex.org/W6686755114","https://openalex.org/W6697109910","https://openalex.org/W6720295924"],"related_works":["https://openalex.org/W2356229341","https://openalex.org/W2349768204","https://openalex.org/W4313326281","https://openalex.org/W574867512","https://openalex.org/W2387271333","https://openalex.org/W581389233","https://openalex.org/W2062195135","https://openalex.org/W2361120309","https://openalex.org/W2387981414","https://openalex.org/W2361546210"],"abstract_inverted_index":{"Style":[0,116,135],"classification":[1,41,83,228],"(e.g.,":[2],"Baroque":[3],"and":[4,19,62,157,215,225,260,265],"Gothic":[5],"architecture":[6,226],"style)":[7],"is":[8,84],"grabbing":[9],"increasing":[10],"attention":[11],"in":[12,39,54,98,144],"many":[13],"fields":[14],"such":[15],"as":[16,207,209],"fashion,":[17,223],"architecture,":[18],"manga.":[20],"Most":[21],"existing":[22],"methods":[23],"focus":[24],"on":[25,150,178,222,262],"extracting":[26],"discriminative":[27],"features":[28,78,97,124,143,167,186],"from":[29],"local":[30,100],"patches":[31],"or":[32],"patterns.":[33],"However,":[34],"the":[35,99,155,169,179,182,188,195,203,255,258,272],"spread":[36],"out":[37],"phenomenon":[38],"style":[40,56,70,82,123,129,142,227,240,251],"has":[42],"not":[43],"been":[44,104],"recognized":[45],"yet.":[46],"It":[47],"means":[48],"that":[49,181],"visually":[50],"less":[51],"representative":[52],"images":[53],"a":[55,114,134,145,234],"class":[57],"are":[58,175],"usually":[59],"very":[60],"diverse":[61],"easily":[63],"getting":[64],"misclassified.":[65],"We":[66],"name":[67],"them":[68],"weak":[69,81,128,141],"images.":[71],"Another":[72],"issue":[73],"when":[74,269],"employing":[75],"multiple":[76],"visual":[77,96],"towards":[79],"effective":[80],"lack":[85],"of":[86,184,187,199,257],"consensus":[87],"among":[88],"different":[89,95,166,185],"features.":[90],"That":[91],"is,":[92],"weights":[93,164,183],"for":[94,120,127,165,238,247],"patch":[101,190],"should":[102,191],"have":[103],"allocated":[105],"similar":[106],"values.":[107],"To":[108],"address":[109],"these":[110],"issues,":[111],"we":[112,132,152,219,232],"propose":[113,133,153],"Consensus":[115,173],"Centralizing":[117,136],"Auto-Encoder":[118,137],"(CSCAE)":[119],"learning":[121],"robust":[122],"representation,":[125],"especially":[126],"classification.":[130],"First,":[131],"(SCAE)":[138],"which":[139,161,242],"centralizes":[140],"progressive":[146,170],"way.":[147],"Then,":[148],"based":[149,177,249],"SCAE,":[151],"both":[154,213,263],"non-linear":[156],"linear":[158,197],"version":[159],"CSCAE":[160,200,261],"adaptively":[162],"allocate":[163],"during":[168],"centralization":[171],"process.":[172],"constraints":[174],"added":[176],"assumption":[180],"same":[189],"be":[192,244],"similar.":[193],"Specifically,":[194],"proposed":[196],"counterpart":[198],"motivated":[201],"by":[202],"\"shared":[204],"weights\"":[205],"idea":[206],"well":[208],"group":[210],"sparsity":[211],"improves":[212],"efficacy":[214],"efficiency.":[216],"For":[217],"evaluations,":[218],"experiment":[220],"extensively":[221],"manga":[224],"problems.":[229],"In":[230],"addition,":[231],"collect":[233],"new":[235],"dataset-Online":[236],"Shopping,":[237],"fashion":[239,250],"classification,":[241],"will":[243],"publicly":[245],"available":[246],"vision":[248],"research.":[252],"Experiments":[253],"demonstrate":[254],"effectiveness":[256],"SCAE":[259],"public":[264],"newly":[266],"collected":[267],"datasets":[268],"compared":[270],"with":[271],"most":[273],"recent":[274],"state-of-the-art":[275],"works.":[276]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}