{"id":"https://openalex.org/W4403792270","doi":"https://doi.org/10.1145/3664647.3680784","title":"AesStyler: Aesthetic Guided Universal Style Transfer","display_name":"AesStyler: Aesthetic Guided Universal Style Transfer","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403792270","doi":"https://doi.org/10.1145/3664647.3680784"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3680784","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"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/A5054879013","display_name":"Ran Yi","orcid":"https://orcid.org/0000-0003-1858-3358"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ran Yi","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1858-3358","affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101292093","display_name":"Haokun Zhu","orcid":"https://orcid.org/0009-0009-8014-2730"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haokun Zhu","raw_affiliation_strings":["Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0009-8014-2730","affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103325900","display_name":"Teng Hu","orcid":"https://orcid.org/0009-0008-1247-5931"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Teng Hu","raw_affiliation_strings":["Shanghai Jiaotong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0008-1247-5931","affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067850699","display_name":"Yu\u2010Kun Lai","orcid":"https://orcid.org/0000-0002-2094-5680"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu-Kun Lai","raw_affiliation_strings":["Cardiff University, Cardiff, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2094-5680","affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, United Kingdom","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068129380","display_name":"Paul L. Rosin","orcid":"https://orcid.org/0000-0002-4965-3884"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paul L. Rosin","raw_affiliation_strings":["Cardiff University, Cardiff, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4965-3884","affiliations":[{"raw_affiliation_string":"Cardiff University, Cardiff, United Kingdom","institution_ids":["https://openalex.org/I79510175"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"9789","last_page":"9798"},"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":0.9994000196456909,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T11309","display_name":"Music and Audio Processing","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6459827423095703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.496037095785141},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.418178915977478},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.15933898091316223},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.1092086136341095},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07307597994804382}],"concepts":[{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6459827423095703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.496037095785141},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.418178915977478},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.15933898091316223},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.1092086136341095},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07307597994804382}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3664647.3680784","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3680784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:171915","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2048835603","https://openalex.org/W2056365086","https://openalex.org/W2080754665","https://openalex.org/W2125879936","https://openalex.org/W2275363859","https://openalex.org/W2331128040","https://openalex.org/W2339754110","https://openalex.org/W2417288846","https://openalex.org/W2475287302","https://openalex.org/W2572730214","https://openalex.org/W2592533706","https://openalex.org/W2603777577","https://openalex.org/W2604737827","https://openalex.org/W2798722152","https://openalex.org/W2884041121","https://openalex.org/W2897926040","https://openalex.org/W2966141073","https://openalex.org/W2969803502","https://openalex.org/W2986779468","https://openalex.org/W2998341422","https://openalex.org/W3034580487","https://openalex.org/W3086415202","https://openalex.org/W3092713047","https://openalex.org/W3093370337","https://openalex.org/W3103635814","https://openalex.org/W3138006546","https://openalex.org/W3174537181","https://openalex.org/W3175433303","https://openalex.org/W3177457352","https://openalex.org/W3202767484","https://openalex.org/W3204522981","https://openalex.org/W3204777666","https://openalex.org/W3213331968","https://openalex.org/W4285602045","https://openalex.org/W4285606417","https://openalex.org/W4304091591","https://openalex.org/W4312239247","https://openalex.org/W4322576760","https://openalex.org/W4386065622"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Recent":[0],"studies":[1,169],"have":[2,170],"shown":[3],"impressive":[4],"progress":[5],"in":[6,28],"universal":[7,65,103,144],"style":[8,66,90,130,150,160],"transfer":[9,67,131],"which":[10,84],"can":[11],"integrate":[12,138],"arbitrary":[13],"styles":[14],"into":[15,63,117],"content":[16,163],"images.":[17],"However,":[18],"existing":[19],"approaches":[20],"struggle":[21],"with":[22,59,77,149,162],"low":[23],"aesthetics":[24,87],"and":[25,121,145,152,167,179,189],"disharmonious":[26],"patterns":[27],"the":[29,51,64,108,129,139,154,183],"final":[30],"results.":[31],"To":[32],"address":[33],"this":[34],"problem,":[35],"we":[36,92],"propose":[37,93],"AesStyler,":[38],"a":[39,57,96,118],"novel":[40,119],"Aesthetic":[41,98,113],"Guided":[42],"Universal":[43,97,120],"Style":[44],"Transfer":[45],"method.":[46],"Specifically,":[47],"our":[48,135,173],"approach":[49,174],"introduces":[50],"aesthetic":[52,61,72,79,104,140,147],"assessment":[53],"model,":[54],"trained":[55],"on":[56],"dataset":[58],"human-assessed":[60],"scores,":[62],"task":[68],"to":[69,94,101,127,137],"accurately":[70],"capture":[71],"features":[73,105,114,148,151,161],"that":[74,106,172],"universally":[75],"resonate":[76],"human":[78],"preferences.":[80],"Unlike":[81],"previous":[82],"methods":[83],"only":[85],"consider":[86],"of":[88,111,142,156],"specific":[89],"images,":[91],"build":[95],"Codebook":[99],"(UAC)":[100],"harness":[102],"encapsulate":[107],"global":[109],"aspects":[110],"aesthetics.":[112],"are":[115],"fed":[116],"Style-specific":[122],"Aesthetic-Guided":[123],"Attention":[124],"(USAesA)":[125],"module":[126],"guide":[128],"process.":[132],"USAesA":[133],"empowers":[134],"model":[136],"attributes":[141],"both":[143,187],"style-specific":[146],"facilitates":[153],"fusion":[155],"these":[157],"aesthetically":[158,176],"enhanced":[159],"features.":[164],"Extensive":[165],"experiments":[166],"user":[168],"demonstrated":[171],"generates":[175],"more":[177],"harmonious":[178],"pleasing":[180],"results":[181],"than":[182],"state-ofthe-":[184],"art":[185],"methods,":[186],"aesthetic-free":[188],"aesthetic-aware.":[190],"The":[191],"code":[192],"is":[193],"available":[194],"at:":[195],"https://github.com/zwandering/AesStyler.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
