{"id":"https://openalex.org/W3091653824","doi":"https://doi.org/10.1109/tip.2020.3026728","title":"KT-GAN: Knowledge-Transfer Generative Adversarial Network for Text-to-Image Synthesis","display_name":"KT-GAN: Knowledge-Transfer Generative Adversarial Network for Text-to-Image Synthesis","publication_year":2020,"publication_date":"2020-10-01","ids":{"openalex":"https://openalex.org/W3091653824","doi":"https://doi.org/10.1109/tip.2020.3026728","mag":"3091653824","pmid":"https://pubmed.ncbi.nlm.nih.gov/33001801"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2020.3026728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.3026728","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":true,"oa_status":"green","oa_url":"https://digitalcommons.lsu.edu/eecs_pubs/687","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072487632","display_name":"Hongchen Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongchen Tan","raw_affiliation_strings":["School of Mathematical Sciences, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645085","display_name":"Xiuping Liu","orcid":"https://orcid.org/0000-0003-1712-6083"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuping Liu","raw_affiliation_strings":["School of Mathematical Sciences, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457438","display_name":"Meng Liu","orcid":"https://orcid.org/0000-0002-1582-5764"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Liu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Jianzhu University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Jianzhu University, Jinan, China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020527092","display_name":"Baocai Yin","orcid":"https://orcid.org/0000-0003-3121-1823"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baocai Yin","raw_affiliation_strings":["Department of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, China","Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Information and Electrical Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100353783","display_name":"Xin Li","orcid":"https://orcid.org/0000-0002-0144-9489"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, USA","School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, LA, USA"],"affiliations":[{"raw_affiliation_string":"Center for Computation and Technology, Louisiana State University, Baton Rouge, LA, USA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, LA, USA","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072487632"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":4.8085,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.96171511,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"30","issue":null,"first_page":"1275","last_page":"1290"},"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":0.9986000061035156,"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":0.9986000061035156,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9937000274658203,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.791517972946167},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6776017546653748},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6280369758605957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5874136686325073},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.544120192527771},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5376407504081726},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5251067280769348},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.519934356212616},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5035826563835144},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4241228997707367},{"id":"https://openalex.org/keywords/image-synthesis","display_name":"Image synthesis","score":0.41127318143844604},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36842969059944153},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3537447154521942},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08675920963287354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.791517972946167},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6776017546653748},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6280369758605957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5874136686325073},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.544120192527771},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5376407504081726},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5251067280769348},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.519934356212616},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5035826563835144},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4241228997707367},{"id":"https://openalex.org/C2989087649","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Image synthesis","level":3,"score":0.41127318143844604},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36842969059944153},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3537447154521942},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08675920963287354},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tip.2020.3026728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.3026728","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:33001801","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33001801","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:digitalcommons.lsu.edu:eecs_pubs-1686","is_oa":true,"landing_page_url":"https://digitalcommons.lsu.edu/eecs_pubs/687","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-1686","is_oa":true,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/687","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:digitalcommons.lsu.edu:eecs_pubs-1686","is_oa":true,"landing_page_url":"https://digitalcommons.lsu.edu/eecs_pubs/687","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5402794917","display_name":null,"funder_award_id":"2018J11CY010","funder_id":"https://openalex.org/F4320326152","funder_display_name":"Dalian Science and Technology Bureau"},{"id":"https://openalex.org/G671402997","display_name":null,"funder_award_id":"OIA-1946231","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7449973229","display_name":null,"funder_award_id":"2018AAA0102003","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G7734861170","display_name":null,"funder_award_id":"61976040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"},{"id":"https://openalex.org/F4320326152","display_name":"Dalian Science and Technology Bureau","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1527369603","https://openalex.org/W1797268635","https://openalex.org/W1821462560","https://openalex.org/W1861492603","https://openalex.org/W2099471712","https://openalex.org/W2117539524","https://openalex.org/W2183341477","https://openalex.org/W2302086703","https://openalex.org/W2405756170","https://openalex.org/W2739181657","https://openalex.org/W2884282566","https://openalex.org/W2884561390","https://openalex.org/W2891894830","https://openalex.org/W2907077346","https://openalex.org/W2913299240","https://openalex.org/W2939308562","https://openalex.org/W2962713165","https://openalex.org/W2962845008","https://openalex.org/W2963047368","https://openalex.org/W2963163163","https://openalex.org/W2963184176","https://openalex.org/W2963242738","https://openalex.org/W2963266880","https://openalex.org/W2963373786","https://openalex.org/W2963413689","https://openalex.org/W2963470893","https://openalex.org/W2963612019","https://openalex.org/W2963966654","https://openalex.org/W2963981733","https://openalex.org/W2964024144","https://openalex.org/W2964277612","https://openalex.org/W2965289598","https://openalex.org/W2966792645","https://openalex.org/W2967817162","https://openalex.org/W2970127127","https://openalex.org/W2970562079","https://openalex.org/W2970692876","https://openalex.org/W2971316517","https://openalex.org/W2971541692","https://openalex.org/W2972328244","https://openalex.org/W2974161034","https://openalex.org/W2982242214","https://openalex.org/W2986349107","https://openalex.org/W2995665739","https://openalex.org/W2997142416","https://openalex.org/W3009811209","https://openalex.org/W3100877062","https://openalex.org/W4288642060","https://openalex.org/W4301206121","https://openalex.org/W4320013936","https://openalex.org/W6638319203","https://openalex.org/W6639102338","https://openalex.org/W6713645886","https://openalex.org/W6718379498","https://openalex.org/W6741383107","https://openalex.org/W6758560931","https://openalex.org/W6765779288"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W3178813832","https://openalex.org/W4377980832","https://openalex.org/W3107517429","https://openalex.org/W3005996785","https://openalex.org/W4226298148","https://openalex.org/W2972144487","https://openalex.org/W2845413374","https://openalex.org/W4297411772"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,26],"new":[4],"framework,":[5],"Knowledge-Transfer":[6],"Generative":[7],"Adversarial":[8],"Network":[9],"(KT-GAN),":[10],"for":[11,90],"fine-grained":[12],"text-to-image":[13],"generation.":[14],"We":[15],"introduce":[16],"two":[17,103],"novel":[18],"mechanisms:":[19],"an":[20],"Alternate":[21],"Attention-Transfer":[22],"Mechanism":[23,29],"(AATM)":[24],"and":[25,41,49,62,95,113],"Semantic":[27],"Distillation":[28],"(SDM),":[30],"to":[31,56,79],"help":[32],"generator":[33],"better":[34,92],"bridge":[35],"the":[36,71,76,83,87,109,116],"cross-domain":[37],"gap":[38],"between":[39],"text":[40,84,93],"image.":[42],"The":[43,68],"AATM":[44],"updates":[45],"word":[46,60],"attention":[47,50],"weights":[48,51],"of":[52,65,82],"image":[53,72],"sub-regions":[54],"alternately,":[55],"progressively":[57],"highlight":[58],"important":[59],"information":[61],"enrich":[63],"details":[64],"synthesized":[66],"images.":[67,97],"SDM":[69],"uses":[70],"encoder":[73,85],"trained":[74],"in":[75,86],"Image-to-Image":[77],"task":[78],"guide":[80],"training":[81],"Text-to-Image":[88],"task,":[89],"generating":[91],"features":[94],"higher-quality":[96],"With":[98],"extensive":[99],"experimental":[100],"validation":[101],"on":[102],"public":[104],"datasets,":[105],"our":[106],"KT-GAN":[107],"outperforms":[108],"baseline":[110],"method":[111],"significantly,":[112],"also":[114],"achieves":[115],"competive":[117],"results":[118],"over":[119],"different":[120],"evaluation":[121],"metrics.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":9}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
