{"id":"https://openalex.org/W3133524129","doi":"https://doi.org/10.1007/s11263-021-01547-8","title":"Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision","display_name":"Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision","publication_year":2022,"publication_date":"2022-01-04","ids":{"openalex":"https://openalex.org/W3133524129","doi":"https://doi.org/10.1007/s11263-021-01547-8","mag":"3133524129"},"language":"en","primary_location":{"id":"doi:10.1007/s11263-021-01547-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11263-021-01547-8","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-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/A5057366552","display_name":"Andrew Shin","orcid":"https://orcid.org/0000-0002-0969-9925"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Andrew Shin","raw_affiliation_strings":["Sony Corporation, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0969-9925","affiliations":[{"raw_affiliation_string":"Sony Corporation, Tokyo, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113447319","display_name":"Masato Ishii","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masato Ishii","raw_affiliation_strings":["Sony Corporation, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sony Corporation, Tokyo, Japan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054532679","display_name":"Takuya Narihira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Takuya Narihira","raw_affiliation_strings":["Sony Corporation, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sony Corporation, Tokyo, Japan","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057366552"],"corresponding_institution_ids":[],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":4.4775,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.95718119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"130","issue":"2","first_page":"435","last_page":"454"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9955000281333923,"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":0.995199978351593,"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/transformer","display_name":"Transformer","score":0.7211456298828125},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.7064523100852966},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.7027432322502136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6018911004066467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4482302665710449},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21618101000785828},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.12297895550727844},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09109538793563843},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08760210871696472}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.7211456298828125},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7064523100852966},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.7027432322502136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6018911004066467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4482302665710449},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21618101000785828},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.12297895550727844},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09109538793563843},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08760210871696472},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11263-021-01547-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11263-021-01547-8","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":141,"referenced_works":["https://openalex.org/W68733909","https://openalex.org/W219040644","https://openalex.org/W1514535095","https://openalex.org/W1520997877","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W1895577753","https://openalex.org/W1897761818","https://openalex.org/W1905882502","https://openalex.org/W1927052826","https://openalex.org/W1933349210","https://openalex.org/W1947481528","https://openalex.org/W1956340063","https://openalex.org/W1959608418","https://openalex.org/W1973321600","https://openalex.org/W1995820507","https://openalex.org/W2016053056","https://openalex.org/W2064675550","https://openalex.org/W2081580037","https://openalex.org/W2099471712","https://openalex.org/W2101105183","https://openalex.org/W2109586012","https://openalex.org/W2112796928","https://openalex.org/W2143449221","https://openalex.org/W2153579005","https://openalex.org/W2157331557","https://openalex.org/W2163605009","https://openalex.org/W2171810632","https://openalex.org/W2185175083","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2251512949","https://openalex.org/W2277195237","https://openalex.org/W2302086703","https://openalex.org/W2405756170","https://openalex.org/W2425121537","https://openalex.org/W2462831000","https://openalex.org/W2463565445","https://openalex.org/W2489434015","https://openalex.org/W2506483933","https://openalex.org/W2556418146","https://openalex.org/W2558401060","https://openalex.org/W2560730294","https://openalex.org/W2604665765","https://openalex.org/W2613718673","https://openalex.org/W2626778328","https://openalex.org/W2787560479","https://openalex.org/W2883429621","https://openalex.org/W2886641317","https://openalex.org/W2891939431","https://openalex.org/W2892009249","https://openalex.org/W2896457183","https://openalex.org/W2897439619","https://openalex.org/W2914584698","https://openalex.org/W2940744433","https://openalex.org/W2948859046","https://openalex.org/W2949197413","https://openalex.org/W2949474740","https://openalex.org/W2950761309","https://openalex.org/W2950813464","https://openalex.org/W2951183276","https://openalex.org/W2952122856","https://openalex.org/W2953022248","https://openalex.org/W2957775769","https://openalex.org/W2962739339","https://openalex.org/W2962770929","https://openalex.org/W2962843773","https://openalex.org/W2962897886","https://openalex.org/W2962968835","https://openalex.org/W2963115613","https://openalex.org/W2963201326","https://openalex.org/W2963341956","https://openalex.org/W2963351113","https://openalex.org/W2963383024","https://openalex.org/W2963413689","https://openalex.org/W2963426332","https://openalex.org/W2963518342","https://openalex.org/W2963530300","https://openalex.org/W2963717374","https://openalex.org/W2963758027","https://openalex.org/W2963854351","https://openalex.org/W2963890019","https://openalex.org/W2963890755","https://openalex.org/W2963954913","https://openalex.org/W2964110616","https://openalex.org/W2964241990","https://openalex.org/W2965373594","https://openalex.org/W2968124245","https://openalex.org/W2970231061","https://openalex.org/W2970597249","https://openalex.org/W2970608575","https://openalex.org/W2970869018","https://openalex.org/W2975706270","https://openalex.org/W2978017171","https://openalex.org/W2981851019","https://openalex.org/W2981857663","https://openalex.org/W2983943451","https://openalex.org/W2984008963","https://openalex.org/W2995460200","https://openalex.org/W2996064239","https://openalex.org/W2998356391","https://openalex.org/W3001555892","https://openalex.org/W3006320872","https://openalex.org/W3014611590","https://openalex.org/W3016339201","https://openalex.org/W3030520226","https://openalex.org/W3034445277","https://openalex.org/W3034971973","https://openalex.org/W3035119608","https://openalex.org/W3035265375","https://openalex.org/W3035574324","https://openalex.org/W3038476992","https://openalex.org/W3043840704","https://openalex.org/W3090190336","https://openalex.org/W3090449556","https://openalex.org/W3091588028","https://openalex.org/W3092747189","https://openalex.org/W3096609285","https://openalex.org/W3098903812","https://openalex.org/W3099839483","https://openalex.org/W3105232955","https://openalex.org/W3105966348","https://openalex.org/W3115868806","https://openalex.org/W3126792443","https://openalex.org/W3127384563","https://openalex.org/W3131500599","https://openalex.org/W3132607382","https://openalex.org/W3135367836","https://openalex.org/W3154596443","https://openalex.org/W3168640669","https://openalex.org/W3168649818","https://openalex.org/W3171125843","https://openalex.org/W4206706211","https://openalex.org/W6600020421","https://openalex.org/W6600594273","https://openalex.org/W6631455383","https://openalex.org/W6637057464","https://openalex.org/W6676391964","https://openalex.org/W6761837310","https://openalex.org/W6818723395","https://openalex.org/W6828894009"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}