{"id":"https://openalex.org/W4400582159","doi":"https://doi.org/10.1145/3641519.3657430","title":"The Chosen One: Consistent Characters in Text-to-Image Diffusion Models","display_name":"The Chosen One: Consistent Characters in Text-to-Image Diffusion Models","publication_year":2024,"publication_date":"2024-07-12","ids":{"openalex":"https://openalex.org/W4400582159","doi":"https://doi.org/10.1145/3641519.3657430"},"language":"en","primary_location":{"id":"doi:10.1145/3641519.3657430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641519.3657430","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3641519.3657430","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037338627","display_name":"Omri Avrahami","orcid":"https://orcid.org/0000-0002-7628-7525"},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Omri Avrahami","raw_affiliation_strings":["Hebrew University of Jerusalem, Israel"],"affiliations":[{"raw_affiliation_string":"Hebrew University of Jerusalem, Israel","institution_ids":["https://openalex.org/I197251160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008327409","display_name":"Amir Hertz","orcid":"https://orcid.org/0000-0003-3037-3556"},"institutions":[{"id":"https://openalex.org/I4210117425","display_name":"Google (Israel)","ror":"https://ror.org/02c20ys54","country_code":"IL","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210117425","https://openalex.org/I4210128969"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Amir Hertz","raw_affiliation_strings":["Google, Israel"],"affiliations":[{"raw_affiliation_string":"Google, Israel","institution_ids":["https://openalex.org/I4210117425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031567351","display_name":"Yael Vinker","orcid":"https://orcid.org/0000-0003-4402-7267"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yael Vinker","raw_affiliation_strings":["Tel Aviv University, Israel"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027063499","display_name":"Moab Arar","orcid":"https://orcid.org/0000-0001-8423-3538"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Moab Arar","raw_affiliation_strings":["Tel Aviv University, Israel"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093286190","display_name":"Shlomi Fruchter","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117425","display_name":"Google (Israel)","ror":"https://ror.org/02c20ys54","country_code":"IL","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210117425","https://openalex.org/I4210128969"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Shlomi Fruchter","raw_affiliation_strings":["Google, Israel"],"affiliations":[{"raw_affiliation_string":"Google, Israel","institution_ids":["https://openalex.org/I4210117425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021513418","display_name":"Ohad Fried","orcid":"https://orcid.org/0000-0001-7109-4006"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ohad Fried","raw_affiliation_strings":["Reichman University, Israel"],"affiliations":[{"raw_affiliation_string":"Reichman University, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036688260","display_name":"Daniel Cohen\u2010Or","orcid":"https://orcid.org/0000-0001-6777-7445"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Daniel Cohen-Or","raw_affiliation_strings":["Tel Aviv University, Israel"],"affiliations":[{"raw_affiliation_string":"Tel Aviv University, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091260693","display_name":"Dani Lischinski","orcid":"https://orcid.org/0000-0002-6191-0361"},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dani Lischinski","raw_affiliation_strings":["Hebrew University of Jerusalem, Israel"],"affiliations":[{"raw_affiliation_string":"Hebrew University of Jerusalem, Israel","institution_ids":["https://openalex.org/I197251160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5037338627"],"corresponding_institution_ids":["https://openalex.org/I197251160"],"apc_list":null,"apc_paid":null,"fwci":36.959,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.996139,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12377","display_name":"Digital Humanities and Scholarship","score":0.9358999729156494,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.603352963924408},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.557224452495575},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.556840181350708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.478523850440979},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3666136860847473},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.133795827627182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.603352963924408},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.557224452495575},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.556840181350708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.478523850440979},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3666136860847473},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.133795827627182},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641519.3657430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641519.3657430","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3641519.3657430","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3641519.3657430","pdf_url":null,"source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W3168867926","https://openalex.org/W3216352822","https://openalex.org/W4225744354","https://openalex.org/W4281485151","https://openalex.org/W4285206606","https://openalex.org/W4308163867","https://openalex.org/W4312697499","https://openalex.org/W4312872987","https://openalex.org/W4319166718","https://openalex.org/W4385270985","https://openalex.org/W4385271055","https://openalex.org/W4385271281","https://openalex.org/W4385275531","https://openalex.org/W4385537219","https://openalex.org/W4386057725","https://openalex.org/W4386072096","https://openalex.org/W4386075631","https://openalex.org/W4386075992","https://openalex.org/W4386076425","https://openalex.org/W4386076532","https://openalex.org/W4386113271","https://openalex.org/W4389539696","https://openalex.org/W4390873054","https://openalex.org/W4390873195","https://openalex.org/W4390874314","https://openalex.org/W6600075759","https://openalex.org/W6600194071","https://openalex.org/W6668990524","https://openalex.org/W6813032824","https://openalex.org/W6912494966"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2],"text-to-image":[3],"generation":[4,23],"models":[5,19],"have":[6],"unlocked":[7],"vast":[8],"potential":[9],"for":[10,30,71],"visual":[11],"creativity.":[12],"However,":[13],"the":[14,22,54,76,130],"users":[15],"that":[16,115],"use":[17],"these":[18,134],"struggle":[20],"with":[21,75],"of":[24,53,96,149],"consistent":[25,72,106],"characters,":[26],"a":[27,67,80,93,99,104,119,139],"crucial":[28],"aspect":[29],"numerous":[31],"real-world":[32],"applications":[33,148],"such":[34],"as":[35],"story":[36],"visualization,":[37],"game":[38],"development,":[39],"asset":[40],"design,":[41],"advertising,":[42],"and":[43,102,125,133],"more.":[44],"Current":[45],"methods":[46],"typically":[47],"rely":[48],"on":[49],"multiple":[50],"pre-existing":[51],"images":[52,97],"target":[55],"character":[56,73],"or":[57],"involve":[58],"labor-intensive":[59],"manual":[60],"processes.":[61],"In":[62],"this":[63,109],"work,":[64],"we":[65,144],"propose":[66],"fully":[68],"automated":[69],"solution":[70],"generation,":[74],"sole":[77],"input":[78],"being":[79],"text":[81],"prompt.":[82],"We":[83],"introduce":[84],"an":[85],"iterative":[86],"procedure":[87],"that,":[88],"at":[89],"each":[90],"stage,":[91],"identifies":[92],"coherent":[94],"set":[95],"sharing":[98],"similar":[100],"identity":[101,107,126],"extracts":[103],"more":[105],"from":[108],"set.":[110],"Our":[111],"quantitative":[112],"analysis":[113],"demonstrates":[114],"our":[116,150],"method":[117],"strikes":[118],"better":[120],"balance":[121],"between":[122],"prompt":[123],"alignment":[124],"consistency":[127],"compared":[128],"to":[129],"baseline":[131],"methods,":[132],"findings":[135],"are":[136],"reinforced":[137],"by":[138],"user":[140],"study.":[141],"To":[142],"conclude,":[143],"showcase":[145],"several":[146],"practical":[147],"approach.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":6}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}