{"id":"https://openalex.org/W4393188568","doi":"https://doi.org/10.1109/tpami.2024.3382008","title":"Multi-Label Conditional Generation From Pre-Trained Models","display_name":"Multi-Label Conditional Generation From Pre-Trained Models","publication_year":2024,"publication_date":"2024-03-26","ids":{"openalex":"https://openalex.org/W4393188568","doi":"https://doi.org/10.1109/tpami.2024.3382008","pmid":"https://pubmed.ncbi.nlm.nih.gov/38530738"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2024.3382008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3382008","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":true,"oa_status":"green","oa_url":"https://ruj.uj.edu.pl/handle/item/547203","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036460629","display_name":"Magdalena Proszewska","orcid":"https://orcid.org/0000-0002-5523-2197"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Magdalena Proszewska","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025503042","display_name":"Maciej Wo\u0142czyk","orcid":"https://orcid.org/0000-0002-3933-9971"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Wo\u0142czyk","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083652196","display_name":"Maciej Zi\u0119ba","orcid":"https://orcid.org/0000-0003-4217-7712"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Zieba","raw_affiliation_strings":["Tooploox and Wroclaw University of Science and Technology, Wroclaw, Poland"],"affiliations":[{"raw_affiliation_string":"Tooploox and Wroclaw University of Science and Technology, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021928064","display_name":"Patryk Wielopolski","orcid":"https://orcid.org/0000-0003-2579-8293"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Patryk Wielopolski","raw_affiliation_strings":["Wroclaw University of Science and Technology, Wroclaw, Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Science and Technology, Wroclaw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025532190","display_name":"\u0141ukasz Maziarka","orcid":"https://orcid.org/0000-0001-6947-8131"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"\u0141ukasz Maziarka","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089509620","display_name":"Marek \u015amieja","orcid":"https://orcid.org/0000-0003-2027-4132"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek \u015amieja","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, Jagiellonian University, Kraków, Poland","institution_ids":["https://openalex.org/I126596746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5036460629"],"corresponding_institution_ids":["https://openalex.org/I126596746"],"apc_list":null,"apc_paid":null,"fwci":0.5073,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61241844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"46","issue":"9","first_page":"6185","last_page":"6198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9955999851226807,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9955999851226807,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.7681998610496521},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6782626509666443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6624489426612854},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6500957012176514},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6322841644287109},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49975037574768066},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.48689332604408264},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4426150918006897},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.42278391122817993},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4142577052116394},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34802189469337463}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681998610496521},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6782626509666443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6624489426612854},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6500957012176514},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6322841644287109},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49975037574768066},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.48689332604408264},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4426150918006897},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.42278391122817993},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4142577052116394},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34802189469337463},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tpami.2024.3382008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3382008","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:38530738","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38530738","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},{"id":"pmh:oai:ruj.uj.edu.pl:item/547203","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/handle/item/547203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"artyku\u0142 w czasopi\u015bmie"}],"best_oa_location":{"id":"pmh:oai:ruj.uj.edu.pl:item/547203","is_oa":true,"landing_page_url":"https://ruj.uj.edu.pl/handle/item/547203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400316","display_name":"Homo Politicus (Academy of Humanities and Economics in Lodz)","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":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"artyku\u0142 w czasopi\u015bmie"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3626668378","display_name":null,"funder_award_id":"2019/35/N/ST6/02125","funder_id":"https://openalex.org/F4320322650","funder_display_name":"Narodowym Centrum Nauki"},{"id":"https://openalex.org/G5271936950","display_name":null,"funder_award_id":"2022/45/B/ST6/01117","funder_id":"https://openalex.org/F4320322650","funder_display_name":"Narodowym Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321042","display_name":"Fundacja na rzecz Nauki Polskiej","ror":"https://ror.org/048zd9m77"},{"id":"https://openalex.org/F4320322650","display_name":"Narodowym Centrum Nauki","ror":"https://ror.org/03ha2q922"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1583912456","https://openalex.org/W1757990252","https://openalex.org/W1975147762","https://openalex.org/W2108501770","https://openalex.org/W2194775991","https://openalex.org/W2529996553","https://openalex.org/W2547875792","https://openalex.org/W2610148085","https://openalex.org/W2621350877","https://openalex.org/W2773987374","https://openalex.org/W2798613236","https://openalex.org/W2883386984","https://openalex.org/W2913351693","https://openalex.org/W2962770929","https://openalex.org/W2963626105","https://openalex.org/W2966459487","https://openalex.org/W2972741532","https://openalex.org/W2986615800","https://openalex.org/W3014852036","https://openalex.org/W3025437133","https://openalex.org/W3026885507","https://openalex.org/W3034431451","https://openalex.org/W3034600949","https://openalex.org/W3047371217","https://openalex.org/W3087815362","https://openalex.org/W3094954720","https://openalex.org/W3100751385","https://openalex.org/W3106536628","https://openalex.org/W3162384219","https://openalex.org/W3167224913","https://openalex.org/W3176663332","https://openalex.org/W3177221875","https://openalex.org/W3178406257","https://openalex.org/W3200800895","https://openalex.org/W3206800121","https://openalex.org/W4287121978","https://openalex.org/W4287817254","https://openalex.org/W4289761690","https://openalex.org/W4297779379","https://openalex.org/W4299412574","https://openalex.org/W4394671432","https://openalex.org/W6635084905","https://openalex.org/W6675944832","https://openalex.org/W6687484953","https://openalex.org/W6729448088","https://openalex.org/W6738045163","https://openalex.org/W6739139180","https://openalex.org/W6746775625","https://openalex.org/W6748223763","https://openalex.org/W6752910514","https://openalex.org/W6755176163","https://openalex.org/W6755312952","https://openalex.org/W6756527221","https://openalex.org/W6756663807","https://openalex.org/W6765321552","https://openalex.org/W6765779288","https://openalex.org/W6777408991","https://openalex.org/W6846015844"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W3174044702","https://openalex.org/W2967848559","https://openalex.org/W4299831724"],"abstract_inverted_index":{"Although":[0],"modern":[1],"generative":[2,55,66],"models":[3,180],"achieve":[4],"excellent":[5],"quality":[6],"in":[7,31,142],"a":[8,51,62,81,85,147],"variety":[9],"of":[10,28,37,91,117,124,140,189],"tasks,":[11],"they":[12],"often":[13],"lack":[14],"the":[15,26,29,32,35,38,76,89,122,125,143],"essential":[16],"ability":[17],"to":[18,74,121,132,162,184],"generate":[19,105,133],"examples":[20],"with":[21,108,135,150,154,158,176],"requested":[22],"properties,":[23],"such":[24,145],"as":[25,61,96,111,113,146],"age":[27],"person":[30,149],"photo":[33],"or":[34,137,156],"weight":[36],"generated":[39],"molecule.":[40],"To":[41],"overcome":[42],"these":[43],"limitations":[44],"we":[45,128],"propose":[46],"PluGeN":[47,103,165,175],"(Plugin":[48],"Generative":[49],"Network),":[50],"simple":[52],"yet":[53],"effective":[54],"technique":[56],"that":[57],"can":[58,104,166],"be":[59,167],"used":[60],"plugin":[63],"for":[64],"pre-trained":[65],"models.":[67],"The":[68],"idea":[69],"behind":[70],"our":[71],"approach":[72],"is":[73],"transform":[75],"entangled":[77],"latent":[78,126],"representation":[79],"using":[80],"flow-based":[82],"module":[83],"into":[84],"multi-dimensional":[86],"space":[87],"where":[88],"values":[90],"each":[92],"attribute":[93],"are":[94,129],"modeled":[95],"an":[97],"independent":[98],"one-dimensional":[99],"distribution.":[100],"In":[101,160],"consequence,":[102],"new":[106],"samples":[107,134],"desired":[109],"attributes":[110,116,141],"well":[112],"manipulate":[114],"labeled":[115,171],"existing":[118],"examples.":[119],"Due":[120],"disentangling":[123],"representation,":[127],"even":[130],"able":[131],"rare":[136],"unseen":[138],"combinations":[139],"dataset,":[144],"young":[148],"gray":[151],"hair,":[152],"men":[153],"make-up,":[155],"women":[157],"beards.":[159],"contrast":[161],"competitive":[163],"approaches,":[164],"trained":[168],"on":[169],"partially":[170],"data.":[172],"We":[173],"combined":[174],"GAN":[177],"and":[178,181,187,194],"VAE":[179],"applied":[182],"it":[183],"conditional":[185],"generation":[186],"manipulation":[188],"images,":[190],"chemical":[191],"molecule":[192],"modeling":[193],"3D":[195],"point":[196],"clouds":[197],"generation.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}