{"id":"https://openalex.org/W4405786180","doi":"https://doi.org/10.1109/tvcg.2024.3522565","title":"StyleGAN-: Extending StyleGAN to Arbitrary-Ratio Translation With StyleBook","display_name":"StyleGAN-: Extending StyleGAN to Arbitrary-Ratio Translation With StyleBook","publication_year":2024,"publication_date":"2024-12-25","ids":{"openalex":"https://openalex.org/W4405786180","doi":"https://doi.org/10.1109/tvcg.2024.3522565","pmid":"https://pubmed.ncbi.nlm.nih.gov/40030615"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2024.3522565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3522565","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5023576328","display_name":"Yihua Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihua Dai","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104002160","display_name":"Tianyi Xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Xiang","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088798709","display_name":"Bailin Deng","orcid":"https://orcid.org/0000-0002-0158-7670"},"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":"Bailin Deng","raw_affiliation_strings":["School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","School of Computer Science and Informatics, Cardiff University, U.K"],"raw_orcid":"https://orcid.org/0000-0002-0158-7670","affiliations":[{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015961162","display_name":"Yong Du","orcid":"https://orcid.org/0000-0003-1864-8326"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Du","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0003-1864-8326","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046396291","display_name":"Hongmin Cai","orcid":"https://orcid.org/0000-0002-2747-7234"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmin Cai","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2747-7234","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005393674","display_name":"Jing Qin","orcid":"https://orcid.org/0000-0002-2961-0860"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jing Qin","raw_affiliation_strings":["School of Nursing, Hong Kong Polytechnic University, Hong Kong, SAR, China","School of Nursing, Hong Kong Polytechnic University, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-2961-0860","affiliations":[{"raw_affiliation_string":"School of Nursing, Hong Kong Polytechnic University, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"School of Nursing, Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056103024","display_name":"Shengfeng He","orcid":"https://orcid.org/0000-0002-3802-4644"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shengfeng He","raw_affiliation_strings":["School of Computing and Information Systems, Singapore Management University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-3802-4644","affiliations":[{"raw_affiliation_string":"School of Computing and Information Systems, Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2778,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65520077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"31","issue":"9","first_page":"6575","last_page":"6587"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.996999979019165,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.996999979019165,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9807000160217285,"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/T12377","display_name":"Digital Humanities and Scholarship","score":0.9746000170707703,"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":0.701841413974762},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.5813731551170349},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33238574862480164},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3230953514575958},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1057443618774414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.701841413974762},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.5813731551170349},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33238574862480164},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3230953514575958},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1057443618774414},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tvcg.2024.3522565","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2024.3522565","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:40030615","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40030615","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 visualization and computer graphics","raw_type":null},{"id":"pmh:oai:https://orca.cardiff.ac.uk:174909","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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G31813507","display_name":null,"funder_award_id":"AISG3-GV-2023-011","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":97,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W2145023731","https://openalex.org/W2473464331","https://openalex.org/W2519536754","https://openalex.org/W2534320940","https://openalex.org/W2752782242","https://openalex.org/W2752796333","https://openalex.org/W2801495938","https://openalex.org/W2948627722","https://openalex.org/W2950689937","https://openalex.org/W2957407072","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963225012","https://openalex.org/W2963539305","https://openalex.org/W2963767194","https://openalex.org/W2963800363","https://openalex.org/W2963890275","https://openalex.org/W2964125246","https://openalex.org/W2985068832","https://openalex.org/W3003162010","https://openalex.org/W3008062244","https://openalex.org/W3010316883","https://openalex.org/W3014852036","https://openalex.org/W3034352949","https://openalex.org/W3034431451","https://openalex.org/W3034521057","https://openalex.org/W3034723751","https://openalex.org/W3035355202","https://openalex.org/W3035574324","https://openalex.org/W3035653890","https://openalex.org/W3047371217","https://openalex.org/W3048800544","https://openalex.org/W3102061158","https://openalex.org/W3107096356","https://openalex.org/W3108316907","https://openalex.org/W3109224353","https://openalex.org/W3115000224","https://openalex.org/W3159890710","https://openalex.org/W3173241699","https://openalex.org/W3173435145","https://openalex.org/W3174865552","https://openalex.org/W3176134838","https://openalex.org/W3176913662","https://openalex.org/W3177221875","https://openalex.org/W3177399056","https://openalex.org/W3178406257","https://openalex.org/W3179253672","https://openalex.org/W3180355996","https://openalex.org/W3180675665","https://openalex.org/W3191739452","https://openalex.org/W3196131173","https://openalex.org/W3203420446","https://openalex.org/W3203567286","https://openalex.org/W3204971388","https://openalex.org/W3212516020","https://openalex.org/W3217427959","https://openalex.org/W4286976841","https://openalex.org/W4312546126","https://openalex.org/W4312576277","https://openalex.org/W4312933868","https://openalex.org/W4312974539","https://openalex.org/W4312984277","https://openalex.org/W4313021454","https://openalex.org/W4385245566","https://openalex.org/W4385537492","https://openalex.org/W4386076458","https://openalex.org/W4390873054","https://openalex.org/W6679045638","https://openalex.org/W6687506355","https://openalex.org/W6718379498","https://openalex.org/W6734074887","https://openalex.org/W6741832134","https://openalex.org/W6745560452","https://openalex.org/W6745992979","https://openalex.org/W6749224410","https://openalex.org/W6755312952","https://openalex.org/W6755654156","https://openalex.org/W6765715257","https://openalex.org/W6765779288","https://openalex.org/W6767271998","https://openalex.org/W6773517458","https://openalex.org/W6779823529","https://openalex.org/W6783713337","https://openalex.org/W6786583034","https://openalex.org/W6789730206","https://openalex.org/W6795288823","https://openalex.org/W6796788208","https://openalex.org/W6797906067","https://openalex.org/W6802081399","https://openalex.org/W6802661675","https://openalex.org/W6810940779","https://openalex.org/W6838629043","https://openalex.org/W6840214497"],"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":{"Although":[0],"pre-trained":[1,37,137],"large-scale":[2],"generative":[3],"models":[4],"StyleGAN":[5,38,52,138],"series":[6],"have":[7],"proven":[8],"to":[9,21,39,48,65,90],"be":[10,63],"effective":[11],"in":[12,129],"various":[13,102],"editing":[14],"and":[15,76,96,110],"translation":[16,119],"tasks,":[17,105],"they":[18],"are":[19],"limited":[20],"pre-defined":[22,71],"fixed":[23],"aspect":[24],"ratio.":[25],"To":[26,74],"overcome":[27],"this":[28],"limitation,":[29],"we":[30,80],"propose":[31],"StyleGAN-$\\infty$\u221e,":[32],"a":[33,55,82],"model":[34,123],"that":[35,58],"enables":[36],"perform":[40],"arbitrary-ratio":[41,60,97],"conditional":[42,103],"synthesis.":[43,98],"Our":[44],"key":[45],"insight":[46],"is":[47],"distill":[49],"the":[50,78],"expressive":[51],"features":[53],"into":[54],"StyleBook,":[56,79],"such":[57],"an":[59],"condition":[61],"can":[62,124],"translated":[64],"other":[66],"forms":[67],"by":[68,132],"properly":[69],"assembling":[70],"StyleBook":[72,91,93],"vectors.":[73],"learn":[75],"leverage":[77],"employ":[81],"network":[83],"with":[84],"three":[85],"distinct":[86],"stages,":[87],"each":[88],"corresponding":[89],"extraction,":[92],"correspondence":[94],"learning,":[95],"Extensive":[99],"experiments":[100],"on":[101],"synthesis":[104],"like":[106],"super-resolution,":[107],"sketch":[108],"synthesis,":[109,112],"semantic":[111],"demonstrate":[113],"superior":[114],"performances":[115],"over":[116],"state-of-the-art":[117],"image-to-image":[118],"methods.":[120],"Moreover,":[121],"our":[122],"easily":[125],"generate":[126],"megapixel":[127],"images":[128],"diverse":[130],"modalities":[131],"taking":[133],"advantage":[134],"of":[135],"different":[136],"models.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}