{"id":"https://openalex.org/W4387969122","doi":"https://doi.org/10.1145/3581783.3612219","title":"Semantic-Aware Generator and Low-level Feature Augmentation for Few-shot Image Generation","display_name":"Semantic-Aware Generator and Low-level Feature Augmentation for Few-shot Image Generation","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387969122","doi":"https://doi.org/10.1145/3581783.3612219"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612219","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","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/A5100621319","display_name":"Zhe Wang","orcid":"https://orcid.org/0000-0002-3759-2041"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhe Wang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3759-2041","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058870935","display_name":"Jiaoyan Guan","orcid":"https://orcid.org/0009-0000-2792-894X"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaoyan Guan","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0000-2792-894X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058786230","display_name":"Mengping Yang","orcid":"https://orcid.org/0000-0003-1503-9621"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengping Yang","raw_affiliation_strings":["Key Laboratory of Smart Manufacturing in Energy Chemical Process, Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1503-9621","affiliations":[{"raw_affiliation_string":"Key Laboratory of Smart Manufacturing in Energy Chemical Process, Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101487934","display_name":"Ting Xiao","orcid":"https://orcid.org/0000-0003-3155-7664"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Xiao","raw_affiliation_strings":["Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3155-7664","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045279002","display_name":"Ziqiu Chi","orcid":null},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqiu Chi","raw_affiliation_strings":["Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3984-5532","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100621319"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":0.2355,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53295398,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"5079","last_page":"5088"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9955999851226807,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/discriminator","display_name":"Discriminator","score":0.8977011442184448},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.8588229417800903},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7843741774559021},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7185689210891724},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.7070972323417664},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5780420899391174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5208195447921753},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4952766001224518},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.47332343459129333},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.41951674222946167},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.332833468914032},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0701095461845398},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06439042091369629},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.060740381479263306}],"concepts":[{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.8977011442184448},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.8588229417800903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7843741774559021},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7185689210891724},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.7070972323417664},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5780420899391174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5208195447921753},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4952766001224518},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.47332343459129333},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.41951674222946167},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.332833468914032},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0701095461845398},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06439042091369629},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.060740381479263306},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581783.3612219","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612219","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G8083319689","display_name":null,"funder_award_id":"62076094","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2533598788","https://openalex.org/W2603777577","https://openalex.org/W2962770929","https://openalex.org/W2962785568","https://openalex.org/W2963839617","https://openalex.org/W2964081807","https://openalex.org/W2964350391","https://openalex.org/W2989855043","https://openalex.org/W2998823187","https://openalex.org/W2999905431","https://openalex.org/W3012392923","https://openalex.org/W3034296706","https://openalex.org/W3035574324","https://openalex.org/W3035653890","https://openalex.org/W3035872583","https://openalex.org/W3036167779","https://openalex.org/W3092987574","https://openalex.org/W3093407252","https://openalex.org/W3096831136","https://openalex.org/W3099088591","https://openalex.org/W3131362130","https://openalex.org/W3171874329","https://openalex.org/W3174480022","https://openalex.org/W3175491752","https://openalex.org/W3203133880","https://openalex.org/W3212042142","https://openalex.org/W3214536939","https://openalex.org/W3214773516","https://openalex.org/W4200635658","https://openalex.org/W4304086128","https://openalex.org/W4305031114","https://openalex.org/W4307922287","https://openalex.org/W4312440098","https://openalex.org/W4312770623","https://openalex.org/W4312938578","https://openalex.org/W4313010918","https://openalex.org/W4313331847","https://openalex.org/W4319300548","https://openalex.org/W4360995365","https://openalex.org/W6600076646","https://openalex.org/W6601283680","https://openalex.org/W6604801084","https://openalex.org/W6779823529"],"related_works":["https://openalex.org/W4313443006","https://openalex.org/W2945374968","https://openalex.org/W4385452045","https://openalex.org/W4293777179","https://openalex.org/W2164070813","https://openalex.org/W2135608140","https://openalex.org/W2895525995","https://openalex.org/W4224231624","https://openalex.org/W2332512904","https://openalex.org/W2319626700"],"abstract_inverted_index":{"Few-shot":[0],"image":[1],"generation":[2,32,117],"aims":[3],"to":[4,20,43,48,58,83,94,115],"generate":[5],"novel":[6,22],"images":[7,23],"for":[8],"an":[9],"unseen":[10],"category":[11],"with":[12,24,120],"only":[13],"a":[14,39,52],"few":[15],"samples.":[16],"Prior":[17],"studies":[18],"fail":[19],"produce":[21],"desirable":[25],"diversity":[26],"and":[27,51,108,132,138],"fidelity.":[28],"To":[29],"ameliorate":[30],"the":[31,49,63,69,89,96,99,103,121,133,136],"quality,":[33],"we":[34,66,124],"in":[35],"this":[36],"paper":[37],"propose":[38],"Semantic-Aware":[40],"Generator":[41],"(SAG)":[42],"provide":[44,59],"explicit":[45],"semantic":[46,77,92,100],"guidance":[47],"discriminator,":[50,97],"Low-level":[53],"Feature":[54],"Augmentation":[55],"(LFA)":[56],"technique":[57],"fine-grained":[60],"information,":[61],"facilitating":[62],"diversity.":[64],"Specifically,":[65],"observe":[67],"that":[68],"generator":[70,90],"feature":[71,86],"layers":[72],"contain":[73],"different":[74],"levels":[75],"of":[76,88,102,140],"information.":[78],"Such":[79],"observation":[80],"motivates":[81],"us":[82],"employ":[84],"intermediate":[85],"maps":[87],"as":[91],"labels":[93],"guide":[95],"improving":[98],"awareness":[101],"generator.":[104],"Moreover,":[105],"spatially":[106],"informative":[107],"diverse":[109],"features":[110],"obtained":[111],"via":[112],"LFA":[113],"contribute":[114],"better":[116],"quality.":[118],"Together":[119],"aforementioned":[122],"module,":[123],"conduct":[125],"extensive":[126],"experiments":[127],"on":[128],"three":[129],"representative":[130],"benchmarks":[131],"results":[134],"demonstrate":[135],"effectiveness":[137],"advancement":[139],"our":[141],"method.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
