{"id":"https://openalex.org/W4406681426","doi":"https://doi.org/10.2298/csis240321003l","title":"ASAM: Asynchronous self-attention model for visual question answering","display_name":"ASAM: Asynchronous self-attention model for visual question answering","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406681426","doi":"https://doi.org/10.2298/csis240321003l"},"language":"en","primary_location":{"id":"doi:10.2298/csis240321003l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis240321003l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500003L","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500003L","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055221638","display_name":"Han Liu","orcid":"https://orcid.org/0000-0002-1085-9877"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Liu","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109425433","display_name":"Dezhi Han","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dezhi Han","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101572540","display_name":"Shukai Zhang","orcid":"https://orcid.org/0000-0002-8315-4982"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shukai Zhang","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101312633","display_name":"Jingya Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingya Shi","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058026627","display_name":"Huafeng Wu","orcid":"https://orcid.org/0000-0002-3150-3407"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huafeng Wu","raw_affiliation_strings":["Merchant Marine College, Shanghai Maritime University Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Merchant Marine College, Shanghai Maritime University Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002819940","display_name":"Yachao Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yachao Zhou","raw_affiliation_strings":["Shanghai Anheng Times Information Technology Co., Ltd. Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Anheng Times Information Technology Co., Ltd. Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063188437","display_name":"Kuan\u2010Ching Li","orcid":"https://orcid.org/0000-0003-1381-4364"},"institutions":[{"id":"https://openalex.org/I177918364","display_name":"Providence University","ror":"https://ror.org/03fcpsq87","country_code":"TW","type":"education","lineage":["https://openalex.org/I177918364"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuan-Ching Li","raw_affiliation_strings":["Dept of Computer Science and Information Engineering, Providence University Taiwan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept of Computer Science and Information Engineering, Providence University Taiwan, China","institution_ids":["https://openalex.org/I177918364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9349,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.71195293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"22","issue":"1","first_page":"199","last_page":"217"},"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":0.9927999973297119,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9902999997138977,"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/computer-science","display_name":"Computer science","score":0.885750412940979},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7862147092819214},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.5524871349334717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.307233989238739},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0735420286655426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.885750412940979},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7862147092819214},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.5524871349334717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.307233989238739},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0735420286655426}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2298/csis240321003l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis240321003l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500003L","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.2298/csis240321003l","is_oa":true,"landing_page_url":"https://doi.org/10.2298/csis240321003l","pdf_url":"http://www.doiserbia.nb.rs/ft.aspx?id=1820-02142500003L","source":{"id":"https://openalex.org/S206939107","display_name":"Computer Science and Information Systems","issn_l":"1820-0214","issn":["1820-0214","2406-1018"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321031","host_organization_name":"ComSIS Consortium","host_organization_lineage":["https://openalex.org/P4310321031"],"host_organization_lineage_names":["ComSIS Consortium"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Science and Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1328619895","display_name":null,"funder_award_id":"21ZR1426500","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5392957969","display_name":null,"funder_award_id":"52331012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8175276994","display_name":null,"funder_award_id":"21ZR1426500","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406681426.pdf","grobid_xml":"https://content.openalex.org/works/W4406681426.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2139670260","https://openalex.org/W2142192571","https://openalex.org/W2194775991","https://openalex.org/W2277195237","https://openalex.org/W2546696630","https://openalex.org/W2560730294","https://openalex.org/W2745461083","https://openalex.org/W2747623286","https://openalex.org/W2963954913","https://openalex.org/W2964067226","https://openalex.org/W2964345214","https://openalex.org/W2966683369","https://openalex.org/W3004349648","https://openalex.org/W3037773948","https://openalex.org/W3099051003","https://openalex.org/W3108982874","https://openalex.org/W3120536465","https://openalex.org/W3182020042","https://openalex.org/W3185066916","https://openalex.org/W3203354307","https://openalex.org/W3204281258","https://openalex.org/W4206614401","https://openalex.org/W4221155360","https://openalex.org/W4224217283","https://openalex.org/W4285200267","https://openalex.org/W4291900964","https://openalex.org/W4292230185","https://openalex.org/W4294690883","https://openalex.org/W4312554250","https://openalex.org/W4313399258","https://openalex.org/W4313597392","https://openalex.org/W4367555608","https://openalex.org/W4372342721","https://openalex.org/W4380201463","https://openalex.org/W4386392171","https://openalex.org/W4388181804","https://openalex.org/W4390873421","https://openalex.org/W4393156223","https://openalex.org/W4394783903","https://openalex.org/W4404691768"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2384605597","https://openalex.org/W2387743295","https://openalex.org/W2116677773","https://openalex.org/W3082787378","https://openalex.org/W2136007095","https://openalex.org/W2366230879","https://openalex.org/W3208425359"],"abstract_inverted_index":{"Visual":[0],"Question":[1],"Answering":[2],"(VQA)":[3],"is":[4,36],"an":[5,97,126],"emerging":[6],"field":[7],"of":[8,33,55,96,120,139,192,212],"deep":[9],"learning":[10],"that":[11,93,130,196],"combines":[12],"image":[13],"and":[14,17,47,82,101,109,133,209],"question":[15],"features":[16,63],"generates":[18],"collaborative":[19,110],"feature":[20],"representations":[21],"for":[22],"classification":[23],"by":[24,59],"uniquely":[25],"fusing":[26],"the":[27,31,41,53,56,66,105,116,121,135,140,165,178,182,193,197,206,210],"components.":[28],"To":[29],"enhance":[30],"effectiveness":[32],"models,":[34,203],"it":[35,152],"crucial":[37],"to":[38,69,114,167,186],"fully":[39],"utilize":[40],"semantic":[42,118],"information":[43,119,138],"from":[44],"both":[45],"text":[46,149],"vision.":[48],"Some":[49],"researchers":[50],"have":[51,77],"improved":[52],"accuracy":[54],"model?s":[57,67],"training":[58,128],"either":[60],"adding":[61],"new":[62],"or":[64],"enhancing":[65],"ability":[68],"extract":[70,132],"more":[71,80,169],"detailed":[72],"information.":[73,171],"However,":[74],"these":[75],"methods":[76],"made":[78],"experimentation":[79],"challenging":[81],"expensive.":[83],"We":[84],"propose":[85],"a":[86,102,159],"model":[87,91,166,199,207],"called":[88],"asynchronous":[89,98,106],"selfattention":[90],"(ASAM)":[92],"makes":[94],"use":[95],"self-attention":[99,107],"component":[100],"controller,":[103],"integrating":[104],"mechanism":[108,112],"attention":[111,147],"effectively":[113],"leverage":[115],"rich":[117,136],"underlying":[122,141],"visuals.":[123],"It":[124],"realizes":[125],"end-to-end":[127],"framework":[129],"can":[131],"exploit":[134],"representational":[137],"visual":[142],"images":[143],"while":[144],"performing":[145],"coordinated":[146],"with":[148],"features,":[150],"as":[151],"does":[153],"not":[154],"over-emphasize":[155],"fine-grained":[156],"but":[157],"finds":[158],"balance":[160],"within":[161],"it,":[162],"thus":[163],"allowing":[164],"learn":[168],"valuable":[170],"Extensive":[172],"ablation":[173],"experiments":[174,194],"were":[175],"conducted":[176],"on":[177],"proposed":[179,198],"ASAM":[180],"using":[181],"VQA":[183],"v2":[184],"dataset":[185],"verify":[187],"its":[188],"effectiveness.":[189],"The":[190],"results":[191],"demonstrate":[195],"outperforms":[200],"other":[201],"state-of-the-art":[202],"without":[204],"increasing":[205],"complexity":[208],"number":[211],"parameters.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
