{"id":"https://openalex.org/W4404545451","doi":"https://doi.org/10.1007/978-3-031-73036-8_15","title":"Diffusion Soup: Model Merging for Text-to-Image Diffusion Models","display_name":"Diffusion Soup: Model Merging for Text-to-Image Diffusion Models","publication_year":2024,"publication_date":"2024-11-20","ids":{"openalex":"https://openalex.org/W4404545451","doi":"https://doi.org/10.1007/978-3-031-73036-8_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73036-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73036-8_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5073679218","display_name":"Benjamin Biggs","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156496","display_name":"Uber AI (United States)","ror":null,"country_code":"US","type":null,"lineage":["https://openalex.org/I4210156496"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Benjamin Biggs","raw_affiliation_strings":["AWS AI Labs, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AWS AI Labs, San Francisco, USA","institution_ids":["https://openalex.org/I4210156496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088197840","display_name":"Arjun Seshadri","orcid":"https://orcid.org/0000-0003-1827-9831"},"institutions":[{"id":"https://openalex.org/I4210156496","display_name":"Uber AI (United States)","ror":null,"country_code":"US","type":null,"lineage":["https://openalex.org/I4210156496"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arjun Seshadri","raw_affiliation_strings":["AWS AI Labs, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AWS AI Labs, San Francisco, USA","institution_ids":["https://openalex.org/I4210156496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100968405","display_name":"Yang Zou","orcid":"https://orcid.org/0000-0001-8948-4133"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Zou","raw_affiliation_strings":["Amazon AGI Foundations, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon AGI Foundations, San Francisco, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039949088","display_name":"Achin Jain","orcid":"https://orcid.org/0000-0002-3968-4169"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Achin Jain","raw_affiliation_strings":["Amazon AGI Foundations, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon AGI Foundations, San Francisco, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026595166","display_name":"Aditya Golatkar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156496","display_name":"Uber AI (United States)","ror":null,"country_code":"US","type":null,"lineage":["https://openalex.org/I4210156496"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aditya Golatkar","raw_affiliation_strings":["AWS AI Labs, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AWS AI Labs, San Francisco, USA","institution_ids":["https://openalex.org/I4210156496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102212346","display_name":"Yusheng Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yusheng Xie","raw_affiliation_strings":["Amazon AGI Foundations, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon AGI Foundations, San Francisco, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065386783","display_name":"Alessandro Achille","orcid":"https://orcid.org/0000-0002-8163-8326"},"institutions":[{"id":"https://openalex.org/I4210156496","display_name":"Uber AI (United States)","ror":null,"country_code":"US","type":null,"lineage":["https://openalex.org/I4210156496"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alessandro Achille","raw_affiliation_strings":["AWS AI Labs, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AWS AI Labs, San Francisco, USA","institution_ids":["https://openalex.org/I4210156496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084355679","display_name":"Ashwin Swaminathan","orcid":"https://orcid.org/0000-0002-4279-369X"},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashwin Swaminathan","raw_affiliation_strings":["Amazon AGI Foundations, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amazon AGI Foundations, San Francisco, USA","institution_ids":["https://openalex.org/I1311688040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038328783","display_name":"Stefano Soatto","orcid":"https://orcid.org/0000-0003-2902-6362"},"institutions":[{"id":"https://openalex.org/I4210156496","display_name":"Uber AI (United States)","ror":null,"country_code":"US","type":null,"lineage":["https://openalex.org/I4210156496"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefano Soatto","raw_affiliation_strings":["AWS AI Labs, San Francisco, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AWS AI Labs, San Francisco, USA","institution_ids":["https://openalex.org/I4210156496"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073679218"],"corresponding_institution_ids":["https://openalex.org/I4210156496"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.538,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84697436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9186999797821045,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9186999797821045,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7927911281585693},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.751717746257782},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4169155955314636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3687506318092346},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3316255807876587},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32774269580841064},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.0832531750202179},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05348476767539978}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7927911281585693},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.751717746257782},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4169155955314636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3687506318092346},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3316255807876587},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32774269580841064},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0832531750202179},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05348476767539978}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73036-8_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73036-8_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1513873506","https://openalex.org/W1981276685","https://openalex.org/W2043230617","https://openalex.org/W2888457764","https://openalex.org/W3135367836","https://openalex.org/W3170275905","https://openalex.org/W3175430527","https://openalex.org/W3176509493","https://openalex.org/W4221155125","https://openalex.org/W4286744023","https://openalex.org/W4289785095","https://openalex.org/W4312266295","https://openalex.org/W4312933868","https://openalex.org/W4321650217","https://openalex.org/W4365600514","https://openalex.org/W4378771718","https://openalex.org/W4383472654","https://openalex.org/W4387164994","https://openalex.org/W4390872333","https://openalex.org/W4390874566","https://openalex.org/W4402727784","https://openalex.org/W6600223405","https://openalex.org/W6600459194","https://openalex.org/W6601523666","https://openalex.org/W6602344735","https://openalex.org/W6603963165","https://openalex.org/W6790978476","https://openalex.org/W6810737565","https://openalex.org/W6837962417","https://openalex.org/W6849141701","https://openalex.org/W6948022635"],"related_works":["https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4312825515","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2386796262","https://openalex.org/W2131146434","https://openalex.org/W2951359407","https://openalex.org/W4376623224","https://openalex.org/W4387849428"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}