{"id":"https://openalex.org/W3000408626","doi":"https://doi.org/10.1109/tip.2021.3118984","title":"MW-GAN: Multi-Warping GAN for Caricature Generation With Multi-Style Geometric Exaggeration","display_name":"MW-GAN: Multi-Warping GAN for Caricature Generation With Multi-Style Geometric Exaggeration","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3000408626","doi":"https://doi.org/10.1109/tip.2021.3118984","mag":"3000408626","pmid":"https://pubmed.ncbi.nlm.nih.gov/34648447"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2021.3118984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3118984","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2001.01870","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087116990","display_name":"Haodi Hou","orcid":"https://orcid.org/0000-0001-5255-5321"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haodi Hou","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, No. 163 Xianlin Avenue, Nanjing, 210023, Jiangsu, China","State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0001-5255-5321","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, No. 163 Xianlin Avenue, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066091819","display_name":"Jing Huo","orcid":"https://orcid.org/0000-0002-8504-455X"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Huo","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, No. 163 Xianlin Avenue, Nanjing, 210023, Jiangsu, China. (e-mail: huojing@nju.edu.cn)","State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-8504-455X","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, No. 163 Xianlin Avenue, Nanjing, 210023, Jiangsu, China. (e-mail: huojing@nju.edu.cn)","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013863229","display_name":"Jing Wu","orcid":"https://orcid.org/0000-0001-5123-9861"},"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":"Jing Wu","raw_affiliation_strings":["School of Computer Science & Informatics, Cardiff University, UK","School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0001-5123-9861","affiliations":[{"raw_affiliation_string":"School of Computer Science & Informatics, Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"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":["School of Computer Science & Informatics, Cardiff University, UK","School of Computer Science and Informatics, Cardiff University, Cardiff, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2094-5680","affiliations":[{"raw_affiliation_string":"School of Computer Science & Informatics, Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, U.K","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074250521","display_name":"Yang Gao","orcid":"https://orcid.org/0000-0002-2488-1813"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Gao","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, No. 163 Xianlin Avenue, Nanjing, 210023, Jiangsu, China","State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China"],"raw_orcid":"https://orcid.org/0000-0002-2488-1813","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, No. 163 Xianlin Avenue, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]},{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0904,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.33907765,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"30","issue":null,"first_page":"8644","last_page":"8657"},"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":0.9991000294685364,"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":0.9991000294685364,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9966999888420105,"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/T12290","display_name":"Human Motion and Animation","score":0.9866999983787537,"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/exaggeration","display_name":"Exaggeration","score":0.9603009223937988},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.8188539743423462},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.6318510174751282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5886803865432739},{"id":"https://openalex.org/keywords/stylized-fact","display_name":"Stylized fact","score":0.5851407051086426},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5637490153312683},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5264200568199158},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5212500691413879},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4504023492336273},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4142801761627197},{"id":"https://openalex.org/keywords/ringing","display_name":"Ringing","score":0.41114136576652527},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36849868297576904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3478206992149353},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.16164618730545044},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14044153690338135},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10863777995109558},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09551092982292175}],"concepts":[{"id":"https://openalex.org/C2777003408","wikidata":"https://www.wikidata.org/wiki/Q5419252","display_name":"Exaggeration","level":2,"score":0.9603009223937988},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.8188539743423462},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.6318510174751282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5886803865432739},{"id":"https://openalex.org/C38935604","wikidata":"https://www.wikidata.org/wiki/Q4330363","display_name":"Stylized fact","level":2,"score":0.5851407051086426},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5637490153312683},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5264200568199158},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5212500691413879},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4504023492336273},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4142801761627197},{"id":"https://openalex.org/C30684385","wikidata":"https://www.wikidata.org/wiki/Q176509","display_name":"Ringing","level":3,"score":0.41114136576652527},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36849868297576904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3478206992149353},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.16164618730545044},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14044153690338135},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10863777995109558},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09551092982292175},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/tip.2021.3118984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2021.3118984","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:34648447","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34648447","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:http://orca.cardiff.ac.uk:145737","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":"","raw_type":"Article"},{"id":"pmh:oai:arXiv.org:2001.01870","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2001.01870","pdf_url":"https://arxiv.org/pdf/2001.01870","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3000408626","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2001.01870","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:http://orca-dev.cardiff.ac.uk:145737","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/145737/","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"doi:10.48550/arxiv.2001.01870","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2001.01870","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2001.01870","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2001.01870","pdf_url":"https://arxiv.org/pdf/2001.01870","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G2075794874","display_name":null,"funder_award_id":"BK20180326","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G3284254340","display_name":null,"funder_award_id":"02021438008","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7814899538","display_name":null,"funder_award_id":"61806092","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1537369646","https://openalex.org/W1622627694","https://openalex.org/W1724287152","https://openalex.org/W2064565003","https://openalex.org/W2086827681","https://openalex.org/W2099471712","https://openalex.org/W2153381665","https://openalex.org/W2295130376","https://openalex.org/W2331128040","https://openalex.org/W2475287302","https://openalex.org/W2593414223","https://openalex.org/W2595360966","https://openalex.org/W2603777577","https://openalex.org/W2765926571","https://openalex.org/W2787928077","https://openalex.org/W2892282785","https://openalex.org/W2899128781","https://openalex.org/W2899388690","https://openalex.org/W2900867080","https://openalex.org/W2962793481","https://openalex.org/W2963016226","https://openalex.org/W2963073614","https://openalex.org/W2963265008","https://openalex.org/W2963474063","https://openalex.org/W2963784072","https://openalex.org/W2963812294","https://openalex.org/W2963890275","https://openalex.org/W2963981733","https://openalex.org/W2964271895","https://openalex.org/W2964341837","https://openalex.org/W2966963399","https://openalex.org/W2969985801","https://openalex.org/W3061398139","https://openalex.org/W3091013740","https://openalex.org/W4253014954","https://openalex.org/W4255362641","https://openalex.org/W6697028695","https://openalex.org/W6715501732","https://openalex.org/W6720691552","https://openalex.org/W6730095352","https://openalex.org/W6734074887","https://openalex.org/W6734730631","https://openalex.org/W6743737169","https://openalex.org/W6748733227","https://openalex.org/W6750298367","https://openalex.org/W6765779288","https://openalex.org/W6780248173"],"related_works":["https://openalex.org/W2093703837","https://openalex.org/W2963288150","https://openalex.org/W2135591362","https://openalex.org/W2962795725","https://openalex.org/W3196448908","https://openalex.org/W2977002748","https://openalex.org/W2892217449","https://openalex.org/W3138007610","https://openalex.org/W3108379561","https://openalex.org/W3196947448","https://openalex.org/W2952912029","https://openalex.org/W2995154808","https://openalex.org/W2120436670","https://openalex.org/W2886566843","https://openalex.org/W2200700078","https://openalex.org/W2934235799","https://openalex.org/W3111081325","https://openalex.org/W2768495925","https://openalex.org/W2949028422","https://openalex.org/W2962907415"],"abstract_inverted_index":{"Given":[0],"an":[1],"input":[2],"face":[3],"photo,":[4],"the":[5,18,22,38,41,78,81],"goal":[6],"of":[7,40,114,143],"caricature":[8,121],"generation":[9],"is":[10],"to":[11,68,97,129,137],"produce":[12],"stylized,":[13],"exaggerated":[14],"caricatures":[15,99,149],"that":[16,65,148],"share":[17],"same":[19],"identity":[20,39,126],"as":[21,96],"photo.":[23],"It":[24],"requires":[25],"simultaneous":[26],"style":[27,59,70],"transfer":[28,71],"and":[29,35,61,72,84,103,133],"shape":[30],"exaggeration":[31,74],"with":[32,100],"rich":[33],"diversity,":[34],"meanwhile":[36],"preserving":[37,127],"input.":[42],"To":[43],"address":[44],"this":[45],"challenging":[46],"problem,":[47],"we":[48,124],"propose":[49],"a":[50,58,62,91,119,138],"novel":[51],"framework":[52],"called":[53],"Multi-Warping":[54],"GAN":[55],"(MW-GAN),":[56],"including":[57],"network":[60,64],"geometric":[63,73,104],"are":[66],"designed":[67],"conduct":[69],"respectively.":[75],"We":[76],"bridge":[77],"gap":[79],"between":[80],"style/landmark":[82],"space":[83,132],"their":[85],"corresponding":[86],"latent":[87,115],"code":[88,116],"spaces":[89],"by":[90,151],"dual":[92],"way":[93],"design,":[94],"so":[95],"generate":[98],"arbitrary":[101],"styles":[102],"exaggeration,":[105],"which":[106],"can":[107],"be":[108],"specified":[109],"either":[110],"through":[111],"random":[112],"sampling":[113],"or":[117],"from":[118],"given":[120],"sample.":[122],"Besides,":[123],"apply":[125],"loss":[128],"both":[130],"image":[131],"landmark":[134],"space,":[135],"leading":[136],"great":[139],"improvement":[140],"in":[141],"quality":[142,155],"generated":[144,150],"caricatures.":[145],"Experiments":[146],"show":[147],"MW-GAN":[152],"have":[153],"better":[154],"than":[156],"existing":[157],"methods.":[158]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}