{"id":"https://openalex.org/W2986784689","doi":"https://doi.org/10.1109/tip.2019.2952707","title":"A Multi-Domain and Multi-Modal Representation Disentangler for Cross-Domain Image Manipulation and Classification","display_name":"A Multi-Domain and Multi-Modal Representation Disentangler for Cross-Domain Image Manipulation and Classification","publication_year":2019,"publication_date":"2019-11-15","ids":{"openalex":"https://openalex.org/W2986784689","doi":"https://doi.org/10.1109/tip.2019.2952707","mag":"2986784689","pmid":"https://pubmed.ncbi.nlm.nih.gov/31751274"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2019.2952707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2019.2952707","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":["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/A5032964198","display_name":"Fu-En Yang","orcid":"https://orcid.org/0000-0003-0102-7101"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fu-En Yang","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046192295","display_name":"Jing-Cheng Chang","orcid":"https://orcid.org/0000-0002-8495-9053"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jing-Cheng Chang","raw_affiliation_strings":["Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035164036","display_name":"Chung-Chi Tsai","orcid":"https://orcid.org/0000-0003-1792-9978"},"institutions":[{"id":"https://openalex.org/I4210087596","display_name":"Qualcomm (United States)","ror":"https://ror.org/002zrf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210087596"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chung-Chi Tsai","raw_affiliation_strings":["Qualcomm Technologies, Inc., San Diego, USA"],"affiliations":[{"raw_affiliation_string":"Qualcomm Technologies, Inc., San Diego, USA","institution_ids":["https://openalex.org/I4210087596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090045508","display_name":"Yu-Chiang Frank Wang","orcid":"https://orcid.org/0000-0002-2333-157X"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]},{"id":"https://openalex.org/I3020783763","display_name":"Asus (Taiwan)","ror":"https://ror.org/00bxkz165","country_code":"TW","type":"company","lineage":["https://openalex.org/I3020783763"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Frank Wang","raw_affiliation_strings":["ASUS Intelligent Cloud Services, Taipei, Taiwan","Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","MOST Joint Research Center for AI Technology and All Vista Healthcare, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"ASUS Intelligent Cloud Services, Taipei, Taiwan","institution_ids":["https://openalex.org/I3020783763"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Graduate Institute of Communication Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"MOST Joint Research Center for AI Technology and All Vista Healthcare, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032964198"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":1.4306,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85891539,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":null,"first_page":"2795","last_page":"2807"},"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":0.9973000288009644,"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":0.9973000288009644,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9923999905586243,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9900000095367432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7077484130859375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6951751708984375},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6448214054107666},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.631175696849823},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5821426510810852},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5739778280258179},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.513538122177124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4778330326080322},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.47394564747810364},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.46521759033203125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46459102630615234},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4561845362186432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15954628586769104},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.087241530418396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7077484130859375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6951751708984375},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6448214054107666},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.631175696849823},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5821426510810852},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5739778280258179},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.513538122177124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4778330326080322},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.47394564747810364},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.46521759033203125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46459102630615234},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4561845362186432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15954628586769104},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.087241530418396},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2019.2952707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2019.2952707","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:31751274","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31751274","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}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G6301800083","display_name":null,"funder_award_id":"108-2634-F-002-018","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320308258","display_name":"Qualcomm","ror":"https://ror.org/002zrf773"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1834627138","https://openalex.org/W1882958252","https://openalex.org/W1924619199","https://openalex.org/W1959608418","https://openalex.org/W2099471712","https://openalex.org/W2331128040","https://openalex.org/W2478454054","https://openalex.org/W2511131004","https://openalex.org/W2548275288","https://openalex.org/W2584009249","https://openalex.org/W2593768305","https://openalex.org/W2598581049","https://openalex.org/W2603777577","https://openalex.org/W2605488490","https://openalex.org/W2617027347","https://openalex.org/W2617602381","https://openalex.org/W2737047298","https://openalex.org/W2744915377","https://openalex.org/W2753738274","https://openalex.org/W2768959015","https://openalex.org/W2773004715","https://openalex.org/W2798813225","https://openalex.org/W2803398058","https://openalex.org/W2883649754","https://openalex.org/W2884041121","https://openalex.org/W2890663137","https://openalex.org/W2897536120","https://openalex.org/W2899243711","https://openalex.org/W2899771611","https://openalex.org/W2950240247","https://openalex.org/W2950776302","https://openalex.org/W2951939904","https://openalex.org/W2953127297","https://openalex.org/W2962772087","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2962808524","https://openalex.org/W2962947361","https://openalex.org/W2963073614","https://openalex.org/W2963092440","https://openalex.org/W2963226019","https://openalex.org/W2963330667","https://openalex.org/W2963344645","https://openalex.org/W2963444790","https://openalex.org/W2963626105","https://openalex.org/W2963767194","https://openalex.org/W2963784072","https://openalex.org/W2963826681","https://openalex.org/W2963890275","https://openalex.org/W2963896050","https://openalex.org/W2963920537","https://openalex.org/W2963981733","https://openalex.org/W2963991565","https://openalex.org/W2964121744","https://openalex.org/W2964168187","https://openalex.org/W2964341837","https://openalex.org/W3159890710","https://openalex.org/W4293398859","https://openalex.org/W4297736840","https://openalex.org/W4301206121","https://openalex.org/W4320013936","https://openalex.org/W6631190155","https://openalex.org/W6639480849","https://openalex.org/W6640174519","https://openalex.org/W6640963894","https://openalex.org/W6718140377","https://openalex.org/W6720691552","https://openalex.org/W6725448924","https://openalex.org/W6729482032","https://openalex.org/W6730095352","https://openalex.org/W6734074887","https://openalex.org/W6735204497","https://openalex.org/W6736082123","https://openalex.org/W6738438352","https://openalex.org/W6741923574","https://openalex.org/W6744627333","https://openalex.org/W6745718552","https://openalex.org/W6745992979","https://openalex.org/W6746282794","https://openalex.org/W6746980254","https://openalex.org/W6752856019","https://openalex.org/W6754249846","https://openalex.org/W6756040250","https://openalex.org/W6765779288"],"related_works":["https://openalex.org/W2147093486","https://openalex.org/W2952512863","https://openalex.org/W3134504629","https://openalex.org/W2938696877","https://openalex.org/W4323911413","https://openalex.org/W1982536061","https://openalex.org/W4210631502","https://openalex.org/W4286796787","https://openalex.org/W2952582877","https://openalex.org/W3170043432"],"abstract_inverted_index":{"Learning":[0],"interpretable":[1],"data":[2,39,93],"representation":[3,17,68,73,104],"has":[4],"been":[5],"an":[6,20],"active":[7],"research":[8],"topic":[9],"in":[10,34],"deep":[11],"learning":[12,65,78],"and":[13,37,56,79,115,122],"computer":[14],"vision.":[15],"While":[16],"disentanglement":[18,80],"is":[19,85],"effective":[21],"technique":[22],"for":[23,108],"addressing":[24],"this":[25,46],"task,":[26],"existing":[27],"works":[28],"cannot":[29],"easily":[30],"handle":[31],"the":[32,62,70,82,100,120,125,132],"problems":[33],"which":[35],"manipulating":[36],"recognizing":[38],"across":[40,92],"multiple":[41,96],"domains":[42,94],"are":[43],"desirable.":[44],"In":[45],"paper,":[47],"we":[48],"present":[49],"a":[50],"unified":[51],"network":[52],"architecture":[53],"of":[54,64,124],"Multi-domain":[55],"Multi-modal":[57],"Representation":[58],"Disentangler":[59],"(M2RD),":[60],"with":[61,69,95],"goal":[63],"domain-invariant":[66,102],"content":[67],"associated":[71],"domain-specific":[72],"observed.":[74],"By":[75],"advancing":[76],"adversarial":[77],"techniques,":[81],"proposed":[83,126],"model":[84,127],"able":[86],"to":[87],"perform":[88],"continuous":[89],"image":[90],"manipulation":[91],"modalities.":[97],"More":[98],"importantly,":[99],"resulting":[101],"feature":[103],"can":[105],"be":[106],"applied":[107],"unsupervised":[109],"domain":[110],"adaptation.":[111],"Finally,":[112],"our":[113],"quantitative":[114],"qualitative":[116],"results":[117],"would":[118],"confirm":[119],"effectiveness":[121],"robustness":[123],"over":[128],"state-of-the-art":[129],"methods":[130],"on":[131],"above":[133],"tasks.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}