{"id":"https://openalex.org/W4416582484","doi":"https://doi.org/10.1109/lgrs.2025.3636165","title":"Federated Aerial Video Captioning With Effective Temporal Adaptation","display_name":"Federated Aerial Video Captioning With Effective Temporal Adaptation","publication_year":2025,"publication_date":"2025-11-24","ids":{"openalex":"https://openalex.org/W4416582484","doi":"https://doi.org/10.1109/lgrs.2025.3636165"},"language":null,"primary_location":{"id":"doi:10.1109/lgrs.2025.3636165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3636165","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5065142942","display_name":"Nguyen Anh Tu","orcid":"https://orcid.org/0000-0002-0650-8169"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":true,"raw_author_name":"Nguyen Anh Tu","raw_affiliation_strings":["School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]},{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043688018","display_name":"Nursultan Makhanov","orcid":"https://orcid.org/0000-0001-7655-8391"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Nursultan Makhanov","raw_affiliation_strings":["School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]},{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115947083","display_name":"Kenzhebek Taniyev","orcid":null},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Kenzhebek Taniyev","raw_affiliation_strings":["School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]},{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075983855","display_name":"Ton Duc","orcid":"https://orcid.org/0000-0002-8605-2666"},"institutions":[{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Ton Duc Do","raw_affiliation_strings":["School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]},{"raw_affiliation_string":"School of Engineering and Digital Sciences, Nazarbayev University, 53 Kabanbay Batyr Ave., Astana, Kazakhstan","institution_ids":["https://openalex.org/I60559429"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065142942"],"corresponding_institution_ids":["https://openalex.org/I60559429"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.391492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9865000247955322,"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":0.9865000247955322,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.002099999925121665,"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":0.0012000000569969416,"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/closed-captioning","display_name":"Closed captioning","score":0.7764000296592712},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6496000289916992},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6431999802589417},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6320000290870667},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.439300000667572},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.42730000615119934},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.3749000132083893},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.36039999127388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8478999733924866},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.7764000296592712},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6496000289916992},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6431999802589417},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6320000290870667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5239999890327454},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.439300000667572},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.42730000615119934},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.36039999127388},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3391000032424927},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.32519999146461487},{"id":"https://openalex.org/C119666444","wikidata":"https://www.wikidata.org/wiki/Q5977280","display_name":"Temporal resolution","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3165000081062317},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.313400000333786},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.302700012922287},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.2671000063419342},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.26649999618530273},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25589999556541443},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3636165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3636165","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W3126721948","https://openalex.org/W4366392594","https://openalex.org/W4385245566","https://openalex.org/W4388854793","https://openalex.org/W4400579212","https://openalex.org/W4405812114","https://openalex.org/W4413144267"],"related_works":[],"abstract_inverted_index":{"Aerial":[0],"video":[1],"captioning":[2],"(VC)":[3],"facilitates":[4],"the":[5,53,88,92,99,166],"automatic":[6],"interpretation":[7],"of":[8,39,91,148,168],"dynamic":[9],"scenes":[10],"in":[11,160],"remote":[12],"sensing":[13],"(RS),":[14],"supporting":[15],"critical":[16],"applications":[17],"such":[18],"as":[19,52],"disaster":[20],"response,":[21],"traffic":[22],"monitoring,":[23],"and":[24,32,56,76,153,171],"environmental":[25],"surveillance.":[26],"However,":[27],"challenges":[28,115],"like":[29],"extreme":[30],"angles":[31],"continuous":[33],"camera":[34],"motion":[35],"require":[36],"adaptive":[37],"modeling":[38],"complex":[40],"temporal":[41,59,79,149],"relationships.":[42],"To":[43,119],"tackle":[44],"these":[45],"challenges,":[46],"we":[47,122,140],"leverage":[48],"an":[49],"image-language":[50],"model":[51,77,85,117,132],"vision":[54,93],"encoder":[55,94],"introduce":[57],"a":[58,124,142,158],"adaptation":[60],"module":[61],"that":[62,129],"combines":[63],"convolution":[64],"with":[65],"self-attention":[66],"layers":[67],"to":[68,86,109],"both":[69],"capture":[70],"local":[71],"semantics":[72],"across":[73,134],"neighboring":[74],"frames":[75],"global":[78],"dependencies.":[80],"This":[81],"design":[82],"allows":[83],"our":[84,169],"exploit":[87],"multimodal":[89],"knowledge":[90],"while":[95],"effectively":[96],"reasoning":[97],"over":[98],"spatiotemporal":[100],"dynamics.":[101],"In":[102],"addition,":[103],"privacy":[104],"concerns":[105],"often":[106],"restrict":[107],"access":[108],"annotated":[110],"aerial":[111,176],"datasets,":[112],"posing":[113],"further":[114],"for":[116,145,174],"training.":[118],"address":[120],"this,":[121],"develop":[123],"federated":[125],"learning":[126],"(FL)":[127],"framework":[128],"enables":[130],"collaborative":[131],"training":[133],"decentralized":[135],"clients.":[136],"Within":[137],"this":[138],"framework,":[139],"establish":[141],"unified":[143],"benchmark":[144],"systematic":[146],"comparison":[147],"adapters,":[150],"text":[151],"decoders,":[152],"FL":[154],"strategies,":[155],"hence":[156],"filling":[157],"gap":[159],"existing":[161],"literature.":[162],"Extensive":[163],"experiments":[164],"validate":[165],"robustness":[167],"approach":[170],"its":[172],"potential":[173],"advancing":[175],"VC.":[177]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-25T00:00:00"}