{"id":"https://openalex.org/W4392029809","doi":"https://doi.org/10.1007/s40747-024-01343-0","title":"TAN: a temporal-aware attention network with context-rich representation for boosting proposal generation","display_name":"TAN: a temporal-aware attention network with context-rich representation for boosting proposal generation","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392029809","doi":"https://doi.org/10.1007/s40747-024-01343-0"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01343-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01343-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01343-0.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01343-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033347232","display_name":"Yanyan Jiao","orcid":null},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanyan Jiao","raw_affiliation_strings":["Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","School of Cyber Security and Computer, Hebei University, Baoding, 071002, China"],"affiliations":[{"raw_affiliation_string":"Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112114313","display_name":"Yang Wenzhu","orcid":null},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenzhu Yang","raw_affiliation_strings":["Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","School of Cyber Security and Computer, Hebei University, Baoding, 071002, China"],"affiliations":[{"raw_affiliation_string":"Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090924177","display_name":"Wenjie Xing","orcid":null},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjie Xing","raw_affiliation_strings":["Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","School of Cyber Security and Computer, Hebei University, Baoding, 071002, China"],"affiliations":[{"raw_affiliation_string":"Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109440703","display_name":"Shuang Zeng","orcid":"https://orcid.org/0009-0004-1936-3802"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuang Zeng","raw_affiliation_strings":["Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","School of Cyber Security and Computer, Hebei University, Baoding, 071002, China"],"affiliations":[{"raw_affiliation_string":"Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101754023","display_name":"Lei Geng","orcid":"https://orcid.org/0000-0002-5010-2596"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Geng","raw_affiliation_strings":["Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","School of Cyber Security and Computer, Hebei University, Baoding, 071002, China"],"affiliations":[{"raw_affiliation_string":"Machine Vision Engineering Research Center, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, China","institution_ids":["https://openalex.org/I43337087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033347232","https://openalex.org/A5090924177","https://openalex.org/A5101754023","https://openalex.org/A5109440703","https://openalex.org/A5112114313"],"corresponding_institution_ids":["https://openalex.org/I43337087"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.3407,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60895736,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"10","issue":"3","first_page":"3691","last_page":"3708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.989300012588501,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.989300012588501,"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/T14074","display_name":"Persona Design and Applications","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10260","display_name":"Software Engineering Research","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/boosting","display_name":"Boosting (machine learning)","score":0.8694759607315063},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.823837399482727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5442032217979431},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5400131344795227},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4778149425983429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4147009253501892},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08398211002349854},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.0561942458152771}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8694759607315063},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.823837399482727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5442032217979431},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5400131344795227},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4778149425983429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4147009253501892},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08398211002349854},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0561942458152771},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01343-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01343-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01343-0.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1534a4a16eeb42b0807284a4d1525643","is_oa":true,"landing_page_url":"https://doaj.org/article/1534a4a16eeb42b0807284a4d1525643","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 10, Iss 3, Pp 3691-3708 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01343-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01343-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01343-0.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7008034720","display_name":null,"funder_award_id":"521100221081","funder_id":"https://openalex.org/F4320324851","funder_display_name":"Hebei University"}],"funders":[{"id":"https://openalex.org/F4320324851","display_name":"Hebei University","ror":"https://ror.org/01p884a79"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392029809.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522734439","https://openalex.org/W1927052826","https://openalex.org/W2194775991","https://openalex.org/W2336403884","https://openalex.org/W2342662179","https://openalex.org/W2507009361","https://openalex.org/W2597958930","https://openalex.org/W2604113307","https://openalex.org/W2884969173","https://openalex.org/W2952435096","https://openalex.org/W2962876901","https://openalex.org/W2963091558","https://openalex.org/W2963155035","https://openalex.org/W2963563276","https://openalex.org/W2963820951","https://openalex.org/W2964107628","https://openalex.org/W2964214371","https://openalex.org/W2964274041","https://openalex.org/W2983918066","https://openalex.org/W2986407524","https://openalex.org/W2996173702","https://openalex.org/W2997314266","https://openalex.org/W2997706915","https://openalex.org/W2998582438","https://openalex.org/W3007900690","https://openalex.org/W3016452762","https://openalex.org/W3033595049","https://openalex.org/W3033696290","https://openalex.org/W3034623254","https://openalex.org/W3128626728","https://openalex.org/W3174569083","https://openalex.org/W3176641851","https://openalex.org/W3181848549","https://openalex.org/W3200482744","https://openalex.org/W4200630755","https://openalex.org/W4214612132","https://openalex.org/W4214727094","https://openalex.org/W4245551996","https://openalex.org/W4283775680","https://openalex.org/W4284965682","https://openalex.org/W4285531802","https://openalex.org/W4304945116","https://openalex.org/W4309673261","https://openalex.org/W4311995743","https://openalex.org/W4315607633","https://openalex.org/W6716109767","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W1549363203","https://openalex.org/W4231274751","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W1518215897","https://openalex.org/W1538046993","https://openalex.org/W1566995892"],"abstract_inverted_index":{"Abstract":[0],"Temporal":[1,104],"action":[2,24,56,159,166],"proposal":[3,110],"generation":[4],"in":[5,117,144,150],"an":[6,100],"untrimmed":[7],"video":[8,94],"is":[9,16],"very":[10],"challenging,":[11],"and":[12,45,131,148],"comprehensive":[13],"context":[14],"exploration":[15],"critically":[17],"important":[18],"to":[19,59,89,108],"generate":[20],"accurate":[21],"candidates":[22],"of":[23,43,55,136],"instances.":[25],"This":[26],"paper":[27],"proposes":[28],"a":[29,69,118],"Temporal-aware":[30],"Attention":[31,71],"Network":[32],"(TAN)":[33],"that":[34,50],"localizes":[35],"context-rich":[36],"proposals":[37],"by":[38,121],"enhancing":[39],"the":[40,85,129,134],"temporal":[41,62,158],"representations":[42,116],"boundaries":[44],"proposals.":[46],"Firstly,":[47],"we":[48,67,78,98],"pinpoint":[49],"obtaining":[51],"precise":[52],"location":[53],"information":[54],"instances":[57],"needs":[58],"consider":[60],"long-distance":[61],"contexts.":[63],"To":[64],"this":[65],"end,":[66],"propose":[68],"Global-Aware":[70],"(GAA)":[72],"module":[73,107],"for":[74],"boundary-level":[75],"interaction.":[76],"Specifically,":[77],"introduce":[79],"two":[80],"novel":[81],"gating":[82],"mechanisms":[83],"into":[84,93],"top-down":[86],"interaction":[87,124],"structure":[88],"incorporate":[90],"multi-level":[91],"semantics":[92],"features":[95],"effectively.":[96],"Secondly,":[97],"design":[99],"efficient":[101],"task-specific":[102],"Adaptive":[103],"Interaction":[105],"(ATI)":[106],"learn":[109],"associations.":[111],"TAN":[112,141,155],"enhances":[113],"proposal-level":[114],"contextual":[115],"wide":[119],"range":[120],"utilizing":[122],"multi-scale":[123],"modules.":[125],"Extensive":[126],"experiments":[127],"on":[128,146,152],"ActivityNet-1.3":[130],"THUMOS-14":[132,147],"demonstrate":[133],"effectiveness":[135],"our":[137],"proposed":[138],"method,":[139],"e.g.,":[140],"achieves":[142],"73.43%":[143],"AR@1000":[145],"69.01%":[149],"AUC":[151],"ActivityNet-1.3.":[153],"Moreover,":[154],"significantly":[156],"improves":[157],"detection":[160],"performance":[161],"when":[162],"equipped":[163],"with":[164],"existing":[165],"classification":[167],"frameworks.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
