{"id":"https://openalex.org/W4408345645","doi":"https://doi.org/10.1109/icassp49660.2025.10888773","title":"FiTGAN: Content Fusion with Style Transformation for Few-shot Image Generation","display_name":"FiTGAN: Content Fusion with Style Transformation for Few-shot Image Generation","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408345645","doi":"https://doi.org/10.1109/icassp49660.2025.10888773"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5040821130","display_name":"Yingbo Zhou","orcid":"https://orcid.org/0000-0001-6034-9667"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingbo Zhou","raw_affiliation_strings":["East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653974","display_name":"Pengyu Zhang","orcid":"https://orcid.org/0009-0007-9158-0512"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengyu Zhang","raw_affiliation_strings":["East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102847794","display_name":"Yutong Ye","orcid":"https://orcid.org/0000-0002-6874-5741"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutong Ye","raw_affiliation_strings":["East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075464689","display_name":"Zhihao Yue","orcid":"https://orcid.org/0000-0002-3057-3462"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Yue","raw_affiliation_strings":["East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101604243","display_name":"Xian Wei","orcid":"https://orcid.org/0000-0001-5363-0995"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Wei","raw_affiliation_strings":["East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025413633","display_name":"Mingsong Chen","orcid":"https://orcid.org/0000-0002-3922-0989"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingsong Chen","raw_affiliation_strings":["East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,MoE Eng. Research Center of SW/HW Co-Design Tech. and App","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.028394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9850000143051147,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9850000143051147,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.982699990272522,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9811999797821045,"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/shot","display_name":"Shot (pellet)","score":0.6278121471405029},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6163512468338013},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5981395840644836},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5599561333656311},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5209349393844604},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5086318254470825},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4980919361114502},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.43879270553588867},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.4376160204410553},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39079320430755615},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.36559247970581055},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11735394597053528},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.11669597029685974},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.060469985008239746}],"concepts":[{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6278121471405029},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6163512468338013},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5981395840644836},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5599561333656311},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5209349393844604},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5086318254470825},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4980919361114502},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.43879270553588867},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.4376160204410553},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39079320430755615},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.36559247970581055},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11735394597053528},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.11669597029685974},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.060469985008239746},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"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":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2533598788","https://openalex.org/W2798434327","https://openalex.org/W2962785568","https://openalex.org/W2963839617","https://openalex.org/W2963890275","https://openalex.org/W2989855043","https://openalex.org/W3034296706","https://openalex.org/W3092987574","https://openalex.org/W3160316748","https://openalex.org/W3161515022","https://openalex.org/W3203133880","https://openalex.org/W4226374411","https://openalex.org/W4304086128","https://openalex.org/W4312527645","https://openalex.org/W4312825782","https://openalex.org/W4387969122","https://openalex.org/W4402726959","https://openalex.org/W6717697761","https://openalex.org/W6750584676","https://openalex.org/W6765779288","https://openalex.org/W6771696165"],"related_works":["https://openalex.org/W2356684049","https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272"],"abstract_inverted_index":{"Due":[0],"to":[1,87,105,126],"the":[2,30,81],"semantic":[3],"entanglement":[4],"in":[5,11],"fusion":[6,97],"strategies":[7],"or":[8],"unstable":[9],"training":[10,129],"complicated":[12],"image":[13,17,53,61,154],"transformations,":[14],"existing":[15],"few-shot":[16,52,153],"generation":[18,24,132,155],"methods":[19],"still":[20],"suffer":[21],"from":[22],"low":[23],"quality":[25],"and":[26,38,68,79,84,99,121,131,149],"diversity.":[27],"To":[28],"tackle":[29],"above":[31],"problems,":[32],"we":[33,92,115],"propose":[34],"a":[35,64,94,100,117,122],"novel":[36],"fusion-":[37],"transformation-based":[39],"framework":[40],"named":[41],"content":[42,96,118],"Fusion":[43],"with":[44,75,166],"style":[45,102,123],"Transformation":[46],"Generative":[47],"Adversarial":[48],"Network":[49],"(FiTGAN)":[50],"for":[51,152,162],"generation.":[54],"The":[55],"basic":[56],"assumption":[57],"is":[58],"that":[59,141],"any":[60],"consists":[62],"of":[63,66],"collection":[65],"content-related":[67],"style-related":[69],"features.":[70],"FiTGAN":[71,142],"disentangles":[72],"internal":[73],"representations":[74],"two":[76],"independent":[77],"encoders":[78],"combines":[80],"fused":[82],"contents":[83],"transformed":[85],"styles":[86],"generate":[88],"new":[89],"images.":[90],"Specifically,":[91],"design":[93],"multi-scale":[95],"strategy":[98],"reparameterized":[101],"transformation":[103],"mechanism":[104],"learn":[106],"more":[107,147],"fine-grained":[108],"semantics":[109],"without":[110],"changing":[111],"category-relevant":[112],"attributes.":[113],"Furthermore,":[114],"formulate":[116],"reconstruction":[119],"loss":[120,125],"divergence":[124],"provide":[127],"better":[128,159],"stability":[130],"performance.":[133],"Comprehensive":[134],"experiments":[135],"on":[136],"three":[137],"well-known":[138],"datasets":[139],"demonstrate":[140],"can":[143],"not":[144],"only":[145],"produce":[146],"realistic":[148],"diverse":[150],"images":[151],"but":[156],"also":[157],"achieve":[158],"classification":[160],"accuracy":[161],"downstream":[163],"visual":[164],"applications":[165],"limited":[167],"data.":[168]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}