{"id":"https://openalex.org/W4377235294","doi":"https://doi.org/10.1109/tcsvt.2023.3278492","title":"Multi-Granularity Interaction and Integration Network for Video Question Answering","display_name":"Multi-Granularity Interaction and Integration Network for Video Question Answering","publication_year":2023,"publication_date":"2023-05-22","ids":{"openalex":"https://openalex.org/W4377235294","doi":"https://doi.org/10.1109/tcsvt.2023.3278492"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3278492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3278492","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","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/A5061103772","display_name":"Yuanyuan Wang","orcid":"https://orcid.org/0000-0001-8520-3883"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Wang","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-8520-3883","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457438","display_name":"Meng Liu","orcid":"https://orcid.org/0000-0002-1582-5764"},"institutions":[{"id":"https://openalex.org/I44445938","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37","country_code":"CN","type":"education","lineage":["https://openalex.org/I44445938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Liu","raw_affiliation_strings":["School of Computer Science and Technology, Shandong Jianzhu University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-1582-5764","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong Jianzhu University, Jinan, China","institution_ids":["https://openalex.org/I44445938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100654190","display_name":"Jianlong Wu","orcid":"https://orcid.org/0000-0003-0247-5221"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianlong Wu","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0247-5221","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038612499","display_name":"Liqiang Nie","orcid":"https://orcid.org/0000-0003-1476-0273"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqiang Nie","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-1476-0273","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.34,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.90488176,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"33","issue":"12","first_page":"7684","last_page":"7695"},"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":0.9767000079154968,"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":0.9700000286102295,"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/granularity","display_name":"Granularity","score":0.9117753505706787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8129689693450928},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.6960353851318359},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.6025645732879639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.484338641166687},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44699373841285706},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43641185760498047},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4346140921115875},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42098358273506165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33011239767074585}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.9117753505706787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8129689693450928},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.6960353851318359},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.6025645732879639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.484338641166687},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44699373841285706},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43641185760498047},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4346140921115875},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42098358273506165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33011239767074585},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3278492","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3278492","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1057147337","display_name":null,"funder_award_id":"2021KJ036","funder_id":"https://openalex.org/F4320329039","funder_display_name":"Project of Shandong Province Higher Educational Science and Technology Program"},{"id":"https://openalex.org/G4819410834","display_name":null,"funder_award_id":"ZR2021JQ26","funder_id":"https://openalex.org/F4320336925","funder_display_name":"Shandong Provincial Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5630254371","display_name":null,"funder_award_id":"62236003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5634033710","display_name":null,"funder_award_id":"ZR2021ZD15","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7231895066","display_name":null,"funder_award_id":"U1936203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7696304900","display_name":null,"funder_award_id":"62006142","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"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320324777","display_name":"Shandong Jianzhu University","ror":"https://ror.org/01gbfax37"},{"id":"https://openalex.org/F4320329039","display_name":"Project of Shandong Province Higher Educational Science and Technology Program","ror":null},{"id":"https://openalex.org/F4320336925","display_name":"Shandong Provincial Postdoctoral Science Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1889081078","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2277195237","https://openalex.org/W2606982687","https://openalex.org/W2619947201","https://openalex.org/W2765716052","https://openalex.org/W2808181286","https://openalex.org/W2890598214","https://openalex.org/W2904291752","https://openalex.org/W2904452845","https://openalex.org/W2907820376","https://openalex.org/W2949686305","https://openalex.org/W2954199749","https://openalex.org/W2962949233","https://openalex.org/W2963524571","https://openalex.org/W2964057271","https://openalex.org/W2969897437","https://openalex.org/W2981582341","https://openalex.org/W2981985547","https://openalex.org/W2997344006","https://openalex.org/W2997805943","https://openalex.org/W2998166190","https://openalex.org/W3016658915","https://openalex.org/W3021007069","https://openalex.org/W3027790991","https://openalex.org/W3034425145","https://openalex.org/W3034730770","https://openalex.org/W3035419698","https://openalex.org/W3119243803","https://openalex.org/W3127165192","https://openalex.org/W3160451259","https://openalex.org/W3167092180","https://openalex.org/W3168640669","https://openalex.org/W3173367591","https://openalex.org/W3174001836","https://openalex.org/W3181758331","https://openalex.org/W3182635745","https://openalex.org/W3189890868","https://openalex.org/W3194340077","https://openalex.org/W3197240429","https://openalex.org/W3197457832","https://openalex.org/W3198570286","https://openalex.org/W3203995540","https://openalex.org/W3206675006","https://openalex.org/W3217059257","https://openalex.org/W3217304284","https://openalex.org/W4292092982","https://openalex.org/W4312377093","https://openalex.org/W6639432524","https://openalex.org/W6797109355","https://openalex.org/W6805349323","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W4256502920","https://openalex.org/W103652678","https://openalex.org/W2999756192","https://openalex.org/W4226090359","https://openalex.org/W4382701072","https://openalex.org/W2011624601","https://openalex.org/W936373746"],"abstract_inverted_index":{"Video":[0],"question":[1,9,59],"answering,":[2],"aiming":[3],"to":[4,11,69,86,98,112,130],"answer":[5,118],"a":[6,51,81,94,106],"natural":[7],"language":[8],"related":[10],"the":[12,19,36,43,71,100,124,132,138,150],"given":[13],"video,":[14],"has":[15],"gained":[16],"popularity":[17],"in":[18],"last":[20],"few":[21],"years.":[22],"Although":[23],"significant":[24],"improvements":[25],"have":[26],"been":[27],"achieved,":[28],"it":[29],"is":[30,110],"still":[31],"confronted":[32],"with":[33],"two":[34],"challenges:":[35],"sufficient":[37],"comprehension":[38,72],"of":[39,73,152],"video":[40,58],"content":[41],"and":[42,54,66,102,140,146],"long-tailed":[44,133],"answers.":[45],"To":[46,75],"this":[47],"end,":[48],"we":[49,78,92,122],"propose":[50],"multi-granularity":[52,95],"interaction":[53,96,108],"integration":[55],"network":[56],"for":[57,117,127],"answering.":[60],"It":[61],"jointly":[62],"explores":[63],"multi-level":[64],"intra-granularity":[65,101],"inter-granularity":[67,103],"relations":[68],"enhance":[70],"videos.":[74],"be":[76],"specific,":[77],"first":[79],"build":[80],"word-enhanced":[82],"visual":[83,115],"representation":[84],"module":[85,97,109],"achieve":[87],"cross-modal":[88],"alignment.":[89],"And":[90],"then":[91],"advance":[93],"explore":[99],"relationships.":[104],"Finally,":[105],"question-guided":[107],"developed":[111],"select":[113],"question-related":[114],"representations":[116],"prediction.":[119],"In":[120],"addition,":[121],"employ":[123],"seesaw":[125],"loss":[126],"open-ended":[128],"tasks":[129],"alleviate":[131],"word":[134],"distribution":[135],"effect.":[136],"Both":[137],"quantitative":[139],"qualitative":[141],"results":[142],"on":[143],"TGIF-QA,":[144],"MSRVTT-QA,":[145],"MSVD-QA":[147],"datasets":[148],"demonstrate":[149],"superiority":[151],"our":[153],"model":[154],"over":[155],"several":[156],"state-of-the-art":[157],"approaches.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
