{"id":"https://openalex.org/W4387614569","doi":"https://doi.org/10.1145/3627103","title":"BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval","display_name":"BiC-Net: Learning Efficient Spatio-temporal Relation for Text-Video Retrieval","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4387614569","doi":"https://doi.org/10.1145/3627103"},"language":"en","primary_location":{"id":"doi:10.1145/3627103","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627103","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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/A5057073729","display_name":"Ning Han","orcid":"https://orcid.org/0000-0002-0654-6026"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Han","raw_affiliation_strings":["School of Computer Science, Xiangtan University, China"],"raw_orcid":"https://orcid.org/0000-0002-0654-6026","affiliations":[{"raw_affiliation_string":"School of Computer Science, Xiangtan University, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101296394","display_name":"Zeng YaWen","orcid":"https://orcid.org/0000-0003-1908-1157"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yawen Zeng","raw_affiliation_strings":["Bytedance AI Lab, China"],"raw_orcid":"https://orcid.org/0000-0003-1908-1157","affiliations":[{"raw_affiliation_string":"Bytedance AI Lab, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047286239","display_name":"Chuhao Shi","orcid":"https://orcid.org/0009-0007-2468-6560"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuhao Shi","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, China"],"raw_orcid":"https://orcid.org/0009-0007-2468-6560","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002820037","display_name":"Guangyi Xiao","orcid":"https://orcid.org/0000-0003-0625-0804"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyi Xiao","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, China"],"raw_orcid":"https://orcid.org/0000-0003-0625-0804","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353471","display_name":"Hao Chen","orcid":"https://orcid.org/0000-0001-5902-1824"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Chen","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, China"],"raw_orcid":"https://orcid.org/0000-0001-5902-1824","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100373492","display_name":"Jingjing Chen","orcid":"https://orcid.org/0000-0003-3148-264X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Chen","raw_affiliation_strings":["School of Computer Sciences, Fudan University, China"],"raw_orcid":"https://orcid.org/0000-0003-3148-264X","affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Fudan University, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0675,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76159466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":"3","first_page":"1","last_page":"21"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9973000288009644,"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":0.9969000220298767,"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":0.7778692245483398},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6109669804573059},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6017441749572754},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5590107440948486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5022826194763184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32686036825180054},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3241025507450104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7778692245483398},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6109669804573059},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6017441749572754},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5590107440948486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022826194763184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32686036825180054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3241025507450104},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3627103","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3627103","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G8819637992","display_name":null,"funder_award_id":"62272156","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":44,"referenced_works":["https://openalex.org/W2042718506","https://openalex.org/W2117539524","https://openalex.org/W2147238549","https://openalex.org/W2186222003","https://openalex.org/W2425121537","https://openalex.org/W2526198870","https://openalex.org/W2608045553","https://openalex.org/W2612690371","https://openalex.org/W2745461083","https://openalex.org/W2753311918","https://openalex.org/W2808399042","https://openalex.org/W2892181857","https://openalex.org/W2913668833","https://openalex.org/W2914911817","https://openalex.org/W2951019013","https://openalex.org/W2963524571","https://openalex.org/W2964350391","https://openalex.org/W2984008963","https://openalex.org/W3033697199","https://openalex.org/W3035309251","https://openalex.org/W3082570681","https://openalex.org/W3093028502","https://openalex.org/W3095206982","https://openalex.org/W3102887392","https://openalex.org/W3107973541","https://openalex.org/W3114160010","https://openalex.org/W3128401049","https://openalex.org/W3168640669","https://openalex.org/W3173223111","https://openalex.org/W3176763654","https://openalex.org/W3204588463","https://openalex.org/W3205497712","https://openalex.org/W3210758160","https://openalex.org/W4210900713","https://openalex.org/W4234552385","https://openalex.org/W4256016028","https://openalex.org/W4256361765","https://openalex.org/W4283384437","https://openalex.org/W4285428166","https://openalex.org/W4285606530","https://openalex.org/W4312383651","https://openalex.org/W4313118515","https://openalex.org/W4384890818","https://openalex.org/W4386453815"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2951819827","https://openalex.org/W2849310602","https://openalex.org/W2419146053","https://openalex.org/W2088247287","https://openalex.org/W3006008237","https://openalex.org/W2963903416"],"abstract_inverted_index":{"The":[0,196],"task":[1],"of":[2,28,201],"text-video":[3,103,184],"retrieval":[4,90],"aims":[5],"to":[6,56,70,100,132,159],"understand":[7],"the":[8,26,58,74,142,167,175,199],"correspondence":[9],"between":[10],"language":[11],"and":[12,14,43,49,114,128,137,170,193],"vision":[13],"has":[15],"gained":[16],"increasing":[17],"attention":[18],"in":[19,67,105],"recent":[20],"years.":[21],"Recent":[22],"works":[23],"have":[24],"demonstrated":[25],"superiority":[27],"local":[29,111,119],"spatio-temporal":[30,112,135,168],"relation":[31,113,169],"learning":[32],"with":[33,73,174],"graph-based":[34,39],"models.":[35],"However,":[36],"most":[37],"existing":[38],"models":[40],"are":[41,122,152,188],"handcrafted":[42],"depend":[44],"heavily":[45],"on":[46,178,190],"expert":[47],"knowledge":[48],"empirical":[50],"feedback,":[51],"which":[52,96],"may":[53],"be":[54],"unable":[55],"mine":[57],"high-level":[59],"fine-grained":[60,134],"visual":[61,76],"relations":[62,136],"effectively.":[63],"These":[64],"limitations":[65],"result":[66],"their":[68],"inability":[69],"distinguish":[71],"videos":[72],"same":[75],"components":[77],"but":[78],"different":[79],"relations.":[80],"To":[81],"solve":[82],"this":[83],"problem,":[84],"we":[85,165],"propose":[86],"a":[87,106,144,155],"novel":[88],"cross-modal":[89,183],"framework,":[91],"Bi-Branch":[92],"Complementary":[93],"Network":[94],"(BiC-Net),":[95],"modifies":[97],"Transformer":[98,126,147,157],"architecture":[99],"effectively":[101],"bridge":[102],"modalities":[104],"complementary":[107],"manner":[108],"via":[109],"combining":[110],"global":[115,161,171],"temporal":[116,139,162,172],"information.":[117],"Specifically,":[118],"video":[120,150],"representations":[121,151],"encoded":[123,153],"using":[124,154],"multiple":[125],"blocks":[127,131],"additional":[129],"residual":[130],"learn":[133,160],"long-term":[138],"dependency,":[140],"calling":[141],"module":[143],"Fine-grained":[145],"Spatio-temporal":[146],"(FST).":[148],"Global":[149],"multi-layer":[156],"block":[158],"features.":[163],"Finally,":[164],"align":[166],"features":[173],"text":[176],"feature":[177],"two":[179],"embedding":[180],"spaces":[181],"for":[182],"retrieval.":[185],"Extensive":[186],"experiments":[187],"conducted":[189],"MSR-VTT,":[191],"MSVD,":[192],"YouCook2":[194],"datasets.":[195],"results":[197],"demonstrate":[198],"effectiveness":[200],"our":[202],"proposed":[203],"model.":[204],"Our":[205],"code":[206],"is":[207],"public":[208],"at":[209],"https://github.com/lionel-hing/BiC-Net":[210],".":[211]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
