{"id":"https://openalex.org/W4385482983","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191558","title":"Towards Few-shot Image Captioning with Cycle-based Compositional Semantic Enhancement Framework","display_name":"Towards Few-shot Image Captioning with Cycle-based Compositional Semantic Enhancement Framework","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4385482983","doi":"https://doi.org/10.1109/ijcnn54540.2023.10191558"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn54540.2023.10191558","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn54540.2023.10191558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100364026","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0001-6794-7352"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,UK","Department of Computer Science, Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,UK","institution_ids":["https://openalex.org/I190082696"]},{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599284","display_name":"Yang Bai","orcid":"https://orcid.org/0000-0002-6845-5963"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yang Bai","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,UK","Department of Computer Science, Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,UK","institution_ids":["https://openalex.org/I190082696"]},{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649054","display_name":"Jie Su","orcid":"https://orcid.org/0000-0002-1427-1253"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Su","raw_affiliation_strings":["Newcasle University,Department of Computer Science,Newcasle,UK","Department of Computer Science, Newcasle University, Newcasle, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcasle University,Department of Computer Science,Newcasle,UK","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science, Newcasle University, Newcasle, UK","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101550628","display_name":"Yan Huang","orcid":"https://orcid.org/0000-0002-8239-7229"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Huang","raw_affiliation_strings":["Institute of Automation Chinese Academy of Sciences,Beijing,China","Institute of Automation Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"raw_affiliation_string":"Institute of Automation Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011037821","display_name":"Yang Long","orcid":"https://orcid.org/0000-0002-2445-6112"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yang Long","raw_affiliation_strings":["Durham University,Department of Computer Science,Durham,UK","Department of Computer Science, Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University,Department of Computer Science,Durham,UK","institution_ids":["https://openalex.org/I190082696"]},{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2428,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55749175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"34","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.991100013256073,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9868000149726868,"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/closed-captioning","display_name":"Closed captioning","score":0.9940158128738403},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.8321810960769653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8085631132125854},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.6478676199913025},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6403594017028809},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5783279538154602},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5599866509437561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4998161792755127},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38931751251220703},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08853334188461304},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08515939116477966}],"concepts":[{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.9940158128738403},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.8321810960769653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8085631132125854},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6478676199913025},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6403594017028809},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5783279538154602},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5599866509437561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4998161792755127},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38931751251220703},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08853334188461304},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08515939116477966},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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":1,"locations":[{"id":"doi:10.1109/ijcnn54540.2023.10191558","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn54540.2023.10191558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Joint Conference on Neural Networks (IJCNN)","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":54,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1811254738","https://openalex.org/W1905882502","https://openalex.org/W1956340063","https://openalex.org/W2101105183","https://openalex.org/W2123301721","https://openalex.org/W2154652894","https://openalex.org/W2173180041","https://openalex.org/W2194775991","https://openalex.org/W2277195237","https://openalex.org/W2560313346","https://openalex.org/W2745461083","https://openalex.org/W2762085884","https://openalex.org/W2795151422","https://openalex.org/W2885013662","https://openalex.org/W2890531016","https://openalex.org/W2905169750","https://openalex.org/W2951183276","https://openalex.org/W2963084599","https://openalex.org/W2963088515","https://openalex.org/W2963743213","https://openalex.org/W2966162142","https://openalex.org/W2980339970","https://openalex.org/W2986670728","https://openalex.org/W2990307191","https://openalex.org/W3034655362","https://openalex.org/W3069154721","https://openalex.org/W3091588028","https://openalex.org/W3106313084","https://openalex.org/W3120237956","https://openalex.org/W3129576130","https://openalex.org/W3165647589","https://openalex.org/W3166396011","https://openalex.org/W3174377922","https://openalex.org/W3181158454","https://openalex.org/W3192261211","https://openalex.org/W3201927751","https://openalex.org/W3205898187","https://openalex.org/W3209925571","https://openalex.org/W4288329833","https://openalex.org/W4312785375","https://openalex.org/W4385245566","https://openalex.org/W6620707391","https://openalex.org/W6638742206","https://openalex.org/W6678262379","https://openalex.org/W6682631176","https://openalex.org/W6739901393","https://openalex.org/W6754778999","https://openalex.org/W6763643401","https://openalex.org/W6788554130","https://openalex.org/W6790978476","https://openalex.org/W6791353385","https://openalex.org/W6796242362","https://openalex.org/W6798350552"],"related_works":["https://openalex.org/W3217195652","https://openalex.org/W3164229987","https://openalex.org/W3215212336","https://openalex.org/W4290852288","https://openalex.org/W3217388757","https://openalex.org/W3122720459","https://openalex.org/W4298897568","https://openalex.org/W4289422896","https://openalex.org/W1938708284","https://openalex.org/W4380190185"],"abstract_inverted_index":{"Many":[0],"efforts":[1],"paid":[2],"attention":[3],"to":[4,74,118],"the":[5,17,21,43,49,63,66,78,81,87,90,98,124,129],"multi-modal":[6],"task,":[7,46],"of":[8,23,65,80,89,106,122],"which":[9,123],"image":[10,24,44],"captioning":[11,45,70,91,110],"is":[12,116,128],"a":[13,34,108],"classic":[14],"work.":[15],"Especially":[16],"Clip":[18],"model":[19,71],"improves":[20],"performance":[22,88,141],"captioning;":[25],"meantime,":[26],"its":[27],"few-shot":[28,51,100,145],"and":[29,52,101,146],"zero-shot":[30,53,102,147],"problems":[31],"have":[32],"become":[33],"significant":[35],"research":[36],"project.":[37],"In":[38,104],"this":[39,120],"work,":[40],"aiming":[41],"at":[42],"we":[47,76,96],"design":[48],"new":[50,99],"settings":[54],"different":[55],"from":[56],"popular":[57],"directions.":[58],"The":[59],"direction":[60],"focuses":[61],"on":[62,94,113,142],"impact":[64],"exited":[67],"dataset":[68],"for":[69],"ability.":[72],"According":[73],"analysis,":[75],"discover":[77],"frequency":[79],"word":[82],"combination":[83],"can":[84,138],"directly":[85],"influence":[86],"model.":[92],"Based":[93],"this,":[95,107],"define":[97],"settings.":[103,148],"terms":[105],"Cycle-based":[109],"framework":[111,137],"based":[112],"data":[114],"augmentation":[115],"proposed":[117],"overcome":[119],"problem,":[121],"novelty":[125],"switcher":[126],"module":[127],"critical":[130],"component.":[131],"Finally,":[132],"experiments":[133],"demonstrate":[134],"that":[135],"our":[136],"achieve":[139],"state-of-the-art":[140],"both":[143],"traditional,":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}