{"id":"https://openalex.org/W4306317665","doi":"https://doi.org/10.1145/3511808.3557260","title":"Collaborative Image Understanding","display_name":"Collaborative Image Understanding","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4306317665","doi":"https://doi.org/10.1145/3511808.3557260"},"language":"en","primary_location":{"id":"doi:10.1145/3511808.3557260","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557260","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5019615542","display_name":"Koby Bibas","orcid":"https://orcid.org/0000-0003-2812-1253"},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Koby Bibas","raw_affiliation_strings":["Meta, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Meta, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026428283","display_name":"Oren Sar Shalom","orcid":"https://orcid.org/0000-0002-5242-3932"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oren Sar Shalom","raw_affiliation_strings":["Amazon, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Amazon, Tel-Aviv, Israel","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005545405","display_name":"Dietmar Jannach","orcid":"https://orcid.org/0000-0002-4698-8507"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dietmar Jannach","raw_affiliation_strings":["University of Klagenfurt, Klagenfurt, Austria"],"affiliations":[{"raw_affiliation_string":"University of Klagenfurt, Klagenfurt, Austria","institution_ids":["https://openalex.org/I4210166741"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019615542"],"corresponding_institution_ids":["https://openalex.org/I2252078561"],"apc_list":null,"apc_paid":null,"fwci":0.0599,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.28112078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.6184282898902893},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43501508235931396},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3470868170261383},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32460033893585205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6184282898902893},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43501508235931396},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3470868170261383},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32460033893585205}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3511808.3557260","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3511808.3557260","pdf_url":null,"source":{"id":"https://openalex.org/S4363608762","display_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W387326119","https://openalex.org/W1978271507","https://openalex.org/W1983320747","https://openalex.org/W1990843604","https://openalex.org/W2001001398","https://openalex.org/W2027731328","https://openalex.org/W2054141820","https://openalex.org/W2056370875","https://openalex.org/W2096733369","https://openalex.org/W2097117768","https://openalex.org/W2101409192","https://openalex.org/W2111749241","https://openalex.org/W2130569706","https://openalex.org/W2142537246","https://openalex.org/W2155106456","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2201220008","https://openalex.org/W2212742183","https://openalex.org/W2219888463","https://openalex.org/W2330219538","https://openalex.org/W2547411571","https://openalex.org/W2619383789","https://openalex.org/W2753709519","https://openalex.org/W2767290858","https://openalex.org/W2795016359","https://openalex.org/W2832876791","https://openalex.org/W2895387432","https://openalex.org/W2911417066","https://openalex.org/W2912485311","https://openalex.org/W2913340405","https://openalex.org/W2913754224","https://openalex.org/W2963085847","https://openalex.org/W2963655167","https://openalex.org/W2971636901","https://openalex.org/W2972983492","https://openalex.org/W2978524555","https://openalex.org/W2990138404","https://openalex.org/W2990519439","https://openalex.org/W3034368386","https://openalex.org/W3034429256","https://openalex.org/W3037946710","https://openalex.org/W3084798277","https://openalex.org/W3088777230","https://openalex.org/W3138154797","https://openalex.org/W3164488621","https://openalex.org/W4236965008","https://openalex.org/W4254952965","https://openalex.org/W4283779920"],"related_works":["https://openalex.org/W2045456578","https://openalex.org/W2076610045","https://openalex.org/W2918883224","https://openalex.org/W68053931","https://openalex.org/W3106945349","https://openalex.org/W3204394973","https://openalex.org/W2278205256","https://openalex.org/W1536570095","https://openalex.org/W4255438948","https://openalex.org/W2883555950"],"abstract_inverted_index":{"Automatically":[0],"understanding":[1],"the":[2,54,65,94,110,124,154,157],"contents":[3],"of":[4,56,72,113,136,156,160],"an":[5],"image":[6,39,161],"is":[7,25,35,127],"a":[8,22,32,119],"highly":[9],"relevant":[10],"problem":[11,24],"in":[12,53,59,70],"practice.":[13],"In":[14,96],"e-commerce":[15,141],"and":[16,90,142],"social":[17,143],"media":[18,144],"settings,":[19],"for":[20,82],"example,":[21],"common":[23],"to":[26,36,108,128,151,165],"automatically":[27],"categorize":[28],"user-provided":[29],"pictures.":[30],"Nowadays,":[31],"standard":[33],"approach":[34],"fine-tune":[37],"pre-trained":[38],"models":[40],"with":[41,64],"application-specific":[42],"data.":[43,95],"Besides":[44],"images,":[45],"organizations":[46],"however":[47],"often":[48],"also":[49],"collect":[50],"collaborative":[51,103,130,148],"signals":[52,78,149],"context":[55],"their":[57],"application,":[58],"particular":[60],"how":[61],"users":[62],"interacted":[63],"provided":[66],"online":[67],"content,":[68],"e.g.,":[69],"forms":[71],"viewing,":[73],"rating,":[74],"or":[75],"tagging.":[76],"Such":[77],"are":[79],"commonly":[80],"used":[81],"item":[83,91,132],"recommendation,":[84],"typically":[85],"by":[86,163],"deriving":[87],"latent":[88,131],"user":[89],"representations":[92],"from":[93,140],"this":[97],"work,":[98],"we":[99,117],"show":[100],"that":[101,146],"such":[102],"information":[104],"can":[105],"be":[106],"leveraged":[107],"improve":[109,153],"classification":[111,162],"process":[112],"new":[114],"images.":[115],"Specifically,":[116],"propose":[118],"multitask":[120],"learning":[121],"framework,":[122],"where":[123],"auxiliary":[125],"task":[126,159],"reconstruct":[129],"representations.":[133],"A":[134],"series":[135],"experiments":[137],"on":[138],"datasets":[139],"demonstrates":[145],"considering":[147],"helps":[150],"significantly":[152],"performance":[155],"main":[158],"up":[164],"9.1%.":[166]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}