{"id":"https://openalex.org/W4387846622","doi":"https://doi.org/10.1145/3583780.3615183","title":"Age-Aware Guidance via Masking-Based Attention in Face Aging","display_name":"Age-Aware Guidance via Masking-Based Attention in Face Aging","publication_year":2023,"publication_date":"2023-10-21","ids":{"openalex":"https://openalex.org/W4387846622","doi":"https://doi.org/10.1145/3583780.3615183"},"language":"en","primary_location":{"id":"doi:10.1145/3583780.3615183","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615183","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615183","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615183","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103077476","display_name":"Junyeong Maeng","orcid":"https://orcid.org/0009-0001-2939-8564"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Junyeong Maeng","raw_affiliation_strings":["Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067722957","display_name":"Kwanseok Oh","orcid":"https://orcid.org/0000-0002-7378-4569"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kwanseok Oh","raw_affiliation_strings":["Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033720496","display_name":"Heung\u2010Il Suk","orcid":"https://orcid.org/0000-0001-7019-8962"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Heung-Il Suk","raw_affiliation_strings":["Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103077476"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.8643,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75952757,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4165","last_page":"4169"},"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":0.9994999766349792,"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":0.9994999766349792,"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/T11448","display_name":"Face recognition and analysis","score":0.9990000128746033,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9704999923706055,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7858619689941406},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.7721813917160034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7567539811134338},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5806497931480408},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5033921599388123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5028614401817322},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4897801876068115},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48588794469833374},{"id":"https://openalex.org/keywords/age-groups","display_name":"Age groups","score":0.472192645072937},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4685039818286896},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4584410488605499},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4105381965637207},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.25827592611312866},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.0799684226512909},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06850796937942505}],"concepts":[{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7858619689941406},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.7721813917160034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7567539811134338},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5806497931480408},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5033921599388123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5028614401817322},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4897801876068115},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48588794469833374},{"id":"https://openalex.org/C2986834420","wikidata":"https://www.wikidata.org/wiki/Q5932254","display_name":"Age groups","level":2,"score":0.472192645072937},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4685039818286896},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4584410488605499},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4105381965637207},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.25827592611312866},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0799684226512909},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06850796937942505},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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":1,"locations":[{"id":"doi:10.1145/3583780.3615183","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615183","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615183","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3583780.3615183","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583780.3615183","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583780.3615183","source":null,"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321373","display_name":"Korea University","ror":"https://ror.org/047dqcg40"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387846622.pdf","grobid_xml":"https://content.openalex.org/works/W4387846622.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2102841375","https://openalex.org/W2239239723","https://openalex.org/W2473439532","https://openalex.org/W2593414223","https://openalex.org/W2808062989","https://openalex.org/W2962793481","https://openalex.org/W2962858109","https://openalex.org/W2963073614","https://openalex.org/W2991591391","https://openalex.org/W3035574324","https://openalex.org/W3163883640","https://openalex.org/W3181462058","https://openalex.org/W4214545063","https://openalex.org/W4214545547","https://openalex.org/W4234552385","https://openalex.org/W4313035047"],"related_works":["https://openalex.org/W3081694532","https://openalex.org/W2092272653","https://openalex.org/W1980230116","https://openalex.org/W4387002515","https://openalex.org/W1517958729","https://openalex.org/W2002555665","https://openalex.org/W271627879","https://openalex.org/W2098693229","https://openalex.org/W2384651879","https://openalex.org/W2565085068"],"abstract_inverted_index":{"Face":[0],"age":[1,141],"transformation":[2],"aims":[3],"to":[4,25,51,88,107],"convert":[5],"reference":[6],"images":[7,10,55,111],"into":[8],"synthesized":[9],"so":[11],"that":[12,56,73,112,126],"they":[13],"portray":[14],"the":[15,31,36,49,95,105,115],"specified":[16],"target":[17],"ages.":[18],"The":[19],"crux":[20],"of":[21,30,100,136],"this":[22,64],"task":[23],"is":[24,48],"change":[26],"only":[27],"age-related":[28,121],"areas":[29,38],"given":[32],"image":[33,96],"while":[34,118],"maintaining":[35],"age-irrelevant":[37,92],"unchanged.":[39],"Nevertheless,":[40],"a":[41,68],"common":[42],"limitation":[43],"among":[44],"most":[45],"existing":[46],"models":[47],"struggle":[50],"generate":[52],"high-quality":[53],"aging":[54],"effectively":[57],"consider":[58],"both":[59],"crucial":[60],"properties.":[61,122],"To":[62],"address":[63],"problem,":[65],"we":[66,82],"propose":[67],"novel":[69],"GAN-based":[70],"face-aging":[71],"framework":[72],"utilizes":[74],"age-aware":[75,85],"Guidance":[76],"via":[77],"Masking-Based":[78],"Attention":[79],"(GMBA).":[80],"Specifically,":[81],"devise":[83],"an":[84],"guidance":[86],"module":[87],"adjust":[89],"age-relevant":[90],"and":[91,139],"attributes":[93],"within":[94],"seamlessly.":[97],"By":[98],"virtue":[99],"its":[101],"capability,":[102],"it":[103],"enables":[104],"model":[106],"produce":[108],"realistic":[109],"age-transformed":[110,151],"certainly":[113],"preserve":[114],"input's":[116],"identities":[117],"delicately":[119],"imposing":[120],"Experimental":[123],"results":[124],"show":[125],"our":[127],"proposed":[128],"GMBA":[129],"outperformed":[130],"other":[131],"state-of-the-art":[132],"methods":[133],"in":[134],"terms":[135],"identity":[137],"preservation":[138],"accurate":[140],"conversion,":[142],"as":[143,145],"well":[144],"providing":[146],"superior":[147],"visual":[148],"quality":[149],"for":[150],"images.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}