{"id":"https://openalex.org/W4407201430","doi":"https://doi.org/10.1007/s10994-025-06743-y","title":"CaCOM: customizing text-to-image diffusion models in the wild via continual active selection","display_name":"CaCOM: customizing text-to-image diffusion models in the wild via continual active selection","publication_year":2025,"publication_date":"2025-02-06","ids":{"openalex":"https://openalex.org/W4407201430","doi":"https://doi.org/10.1007/s10994-025-06743-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-025-06743-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10994-025-06743-y","pdf_url":null,"source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-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/A5101721571","display_name":"Jianan Yang","orcid":"https://orcid.org/0009-0000-5668-661X"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianan Yang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604282","display_name":"Yan\u2010Ming Zhang","orcid":"https://orcid.org/0000-0001-6718-5589"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanming Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030705412","display_name":"H. Y. Wang","orcid":"https://orcid.org/0000-0002-5749-6815"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haobo Wang","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389329","display_name":"Gang Chen","orcid":"https://orcid.org/0000-0003-4234-1359"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Chen","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064646829","display_name":"Sai Wu","orcid":"https://orcid.org/0000-0002-1866-9197"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sai Wu","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034520734","display_name":"Junbo Zhao","orcid":"https://orcid.org/0000-0002-3637-2936"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbo Zhao","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University, Zheda Road, Hangzhou, 310027, Zhejiang, China","institution_ids":["https://openalex.org/I55712492","https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030705412"],"corresponding_institution_ids":["https://openalex.org/I168879160","https://openalex.org/I55712492"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00850207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"114","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9855999946594238,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9855999946594238,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9509000182151794,"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":0.9424999952316284,"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/selection","display_name":"Selection (genetic algorithm)","score":0.6918424963951111},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5705624222755432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5603814125061035},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.48765742778778076},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48123812675476074},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4320683181285858},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4061754047870636},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3545812666416168},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09727063775062561}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6918424963951111},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5705624222755432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5603814125061035},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.48765742778778076},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48123812675476074},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4320683181285858},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4061754047870636},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3545812666416168},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09727063775062561},{"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:10.1007/s10994-025-06743-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10994-025-06743-y","pdf_url":null,"source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G5304521065","display_name":null,"funder_award_id":"226-2024-00049","funder_id":"https://openalex.org/F4320335880","funder_display_name":"Fundamental Research Funds for Central Universities of the Central South University"}],"funders":[{"id":"https://openalex.org/F4320335880","display_name":"Fundamental Research Funds for Central Universities of the Central South University","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2560647685","https://openalex.org/W2774918944","https://openalex.org/W2797977484","https://openalex.org/W2932484476","https://openalex.org/W2948367246","https://openalex.org/W2973318208","https://openalex.org/W2990138404","https://openalex.org/W3037138603","https://openalex.org/W3048941751","https://openalex.org/W3107810305","https://openalex.org/W3124874411","https://openalex.org/W3135367836","https://openalex.org/W3166762869","https://openalex.org/W3168068006","https://openalex.org/W3175375202","https://openalex.org/W3179550234","https://openalex.org/W3180672483","https://openalex.org/W3198377975","https://openalex.org/W3205626500","https://openalex.org/W3212108239","https://openalex.org/W4224931668","https://openalex.org/W4281485151","https://openalex.org/W4283792351","https://openalex.org/W4283793264","https://openalex.org/W4287889346","https://openalex.org/W4289785095","https://openalex.org/W4290945397","https://openalex.org/W4312407813","https://openalex.org/W4312933868","https://openalex.org/W4327767771","https://openalex.org/W4386072096","https://openalex.org/W4386076425","https://openalex.org/W4386566659","https://openalex.org/W4387797379","https://openalex.org/W4387968301","https://openalex.org/W4390430574","https://openalex.org/W4390872671","https://openalex.org/W4390873084","https://openalex.org/W4400573550","https://openalex.org/W4402753775","https://openalex.org/W4403605215","https://openalex.org/W6688325169","https://openalex.org/W6756615331","https://openalex.org/W6796581206","https://openalex.org/W6802312230","https://openalex.org/W6840109346"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2961085424","https://openalex.org/W2383516975","https://openalex.org/W2374878784","https://openalex.org/W2147679489"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}