{"id":"https://openalex.org/W4398249074","doi":"https://doi.org/10.1109/lgrs.2024.3404604","title":"RSCaMa: Remote Sensing Image Change Captioning With State Space Model","display_name":"RSCaMa: Remote Sensing Image Change Captioning With State Space Model","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4398249074","doi":"https://doi.org/10.1109/lgrs.2024.3404604"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3404604","doi":"https://doi.org/10.1109/lgrs.2024.3404604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3404604","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,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.18895","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059677848","display_name":"Chenyang Liu","orcid":"https://orcid.org/0000-0003-3034-6646","observed_orcids":["https://orcid.org/0000-0003-3034-6646"]},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Liu","raw_affiliation_strings":["Image Processing Center, School of Astronautics, the State Key Laboratory of Virtual Reality Technology and Systems, and Shen Yuan Honors College, Beihang University, Beijing, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China","Shanghai Artificial Intelligence Laboratory, Shanghai, China","Shen Yuan Honors College of Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3034-6646","affiliations":[{"raw_affiliation_string":"Image Processing Center, School of Astronautics, the State Key Laboratory of Virtual Reality Technology and Systems, and Shen Yuan Honors College, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]},{"raw_affiliation_string":"Shen Yuan Honors College of Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101518544","display_name":"Keyan Chen","orcid":"https://orcid.org/0000-0003-0483-1306","observed_orcids":["https://orcid.org/0000-0003-0483-1306"]},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyan Chen","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, Shanghai, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0483-1306","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039934912","display_name":"Bowen Chen","orcid":"https://orcid.org/0009-0005-4227-3933","observed_orcids":["https://orcid.org/0009-0005-4227-3933"]},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Chen","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, Shanghai, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-4227-3933","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100392952","display_name":"Haotian Zhang","orcid":"https://orcid.org/0009-0005-1296-3984","observed_orcids":["https://orcid.org/0009-0005-1296-3984","https://orcid.org/0000-0001-6809-0426"]},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Zhang","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, Shanghai, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-1296-3984","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088611151","display_name":"Zhengxia Zou","orcid":"https://orcid.org/0000-0003-1774-552X","observed_orcids":["https://orcid.org/0000-0003-1774-552X"]},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengxia Zou","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, Shanghai, China","Department of Guidance, Navigation and Control, School of Astronautics, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1774-552X","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]},{"raw_affiliation_string":"Department of Guidance, Navigation and Control, School of Astronautics, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058849690","display_name":"Zhenwei Shi","orcid":"https://orcid.org/0000-0002-4772-3172","observed_orcids":["https://orcid.org/0000-0002-4772-3172"]},"institutions":[{"id":"https://openalex.org/I4391012619","display_name":"Shanghai Artificial Intelligence Laboratory","ror":"https://ror.org/03wkvpx79","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4391012619"]},{"id":"https://openalex.org/I4392738276","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":"https://ror.org/0009eea46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenwei Shi","raw_affiliation_strings":["Shanghai Artificial Intelligence Laboratory, Shanghai, China","School of Astronautics, Image Processing Center, Beihang University, Beijing, China","State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4772-3172","affiliations":[{"raw_affiliation_string":"Shanghai Artificial Intelligence Laboratory, Shanghai, China","institution_ids":["https://openalex.org/I4391012619"]},{"raw_affiliation_string":"School of Astronautics, Image Processing Center, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4392738276","https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":12.1547,"has_fulltext":true,"cited_by_count":114,"citation_normalized_percentile":{"value":0.99425241,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9940999746322632,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9940999746322632,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.0008999999845400453,"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/state-space-models","display_name":"state-space model","score":0.7229999899864197},{"id":"https://openalex.org/keywords/mamba","display_name":"Mamba","score":0.9950000047683716},{"id":"https://openalex.org/keywords/multitemporal-imagery","display_name":"multi-temporal imagery","score":0.8230000138282776},{"id":"https://openalex.org/keywords/linear-complexity","display_name":"linear complexity","score":0.3779999911785126},{"id":"https://openalex.org/keywords/change-detection","display_name":"change detection","score":0.3930000066757202}],"concepts":[{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.8690119981765747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6674315929412842},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5854837894439697},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5452336668968201},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.49027231335639954},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.44333845376968384},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.425180047750473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3443194031715393},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16073927283287048},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08936011791229248},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/lgrs.2024.3404604","doi":"https://doi.org/10.1109/lgrs.2024.3404604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3404604","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,"listed_in":["anvur-scientific","ccf-c","cwts-core","dongbi-b","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"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"},{"id":"pmh:oai:arXiv.org:2404.18895","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.18895","pdf_url":"https://arxiv.org/pdf/2404.18895","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2404.18895","doi":"https://doi.org/10.48550/arxiv.2404.18895","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2404.18895","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.18895","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.18895","pdf_url":"https://arxiv.org/pdf/2404.18895","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6733412380","display_name":null,"funder_award_id":"2022ZD0160401","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8320858330","display_name":null,"funder_award_id":"62125102","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398249074.pdf","grobid_xml":"https://content.openalex.org/works/W4398249074.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2938232066","https://openalex.org/W3140300848","https://openalex.org/W3209374680","https://openalex.org/W4211112734","https://openalex.org/W4289537913","https://openalex.org/W4313021481","https://openalex.org/W4362598957","https://openalex.org/W4387350510","https://openalex.org/W4387802245","https://openalex.org/W4389286266","https://openalex.org/W4389326242","https://openalex.org/W4391013663","https://openalex.org/W4391021462","https://openalex.org/W4392154914","https://openalex.org/W4392909631","https://openalex.org/W4394866661","https://openalex.org/W4399154429","https://openalex.org/W4400448280","https://openalex.org/W4402899258","https://openalex.org/W4404214611","https://openalex.org/W6864130245","https://openalex.org/W7131849279"],"related_works":["https://openalex.org/W4412346119","https://openalex.org/W4412943281","https://openalex.org/W7143902027","https://openalex.org/W4416917505","https://openalex.org/W4404347886","https://openalex.org/W7213174446","https://openalex.org/W7166566735","https://openalex.org/W4411552202","https://openalex.org/W4410950254","https://openalex.org/W4403935219"],"abstract_inverted_index":{"Remote":[0],"Sensing":[1],"Image":[2],"Change":[3],"Captioning":[4],"(RSICC)":[5],"aims":[6],"to":[7,36,143],"describe":[8],"surface":[9],"changes":[10,146],"between":[11,158],"multi-temporal":[12],"remote":[13],"sensing":[14],"images":[15],"in":[16,48,57,64,131,181,217],"language,":[17],"including":[18,229],"the":[19,49,96,113,118,132,140,155,159,166,169,173,187,196,199,206,212,215,218],"changed":[20],"object":[21],"categories,":[22],"locations,":[23],"and":[24,38,109,116,128,135,165,191,204,211,233],"dynamics":[25],"of":[26,41,86,125,150,163,168,198,209,214],"changing":[27],"objects":[28],"(e.g.,":[29],"added":[30],"or":[31],"disappeared).":[32],"This":[33],"poses":[34],"challenges":[35],"spatial":[37,50,92,145],"temporal":[39,152,160,183,189],"modeling":[40,78,203],"bi-temporal":[42,87,179],"features.":[43,88],"Despite":[44],"previous":[45,126],"methods":[46,130],"progressing":[47],"change":[51],"perception,":[52],"there":[53],"are":[54],"still":[55],"weaknesses":[56],"joint":[58,76,201],"spatial-temporal":[59,77,202],"modeling.":[60],"To":[61,89],"address":[62],"this,":[63],"this":[65],"paper,":[66],"we":[67,94,171,222],"propose":[68,117,172],"a":[69,105,182],"novel":[70],"RSCaMa":[71,210],"model,":[72],"which":[73,177],"achieves":[74],"efficient":[75,91,151,200],"through":[79],"multiple":[80],"CaMa":[81],"layers,":[82],"enabling":[83],"iterative":[84],"refinement":[85],"achieve":[90],"modeling,":[93,153],"introduce":[95],"recently":[97],"popular":[98],"Mamba":[99,164,216],"(a":[100],"state":[101],"space":[102],"model)":[103],"with":[104],"global":[106],"receptive":[107,133],"field":[108,134],"linear":[110],"complexity":[111],"into":[112],"RSICC":[114,219,241],"task":[115],"Spatial":[119],"Difference-aware":[120],"SSM":[121,175],"(SD-SSM),":[122],"overcoming":[123],"limitations":[124],"CNN-":[127],"Transformer-based":[129],"computational":[136],"complexity.":[137],"SD-SSM":[138],"enhances":[139],"model\u2019s":[141,188],"ability":[142],"capture":[144],"sharply.":[147],"In":[148],"terms":[149],"considering":[154],"potential":[156,213],"correlation":[157],"scanning":[161],"characteristics":[162],"temporality":[167],"RSICC,":[170],"Temporal-Traversing":[174],"(TT-SSM),":[176],"scans":[178],"features":[180],"cross-wise":[184],"manner,":[185],"enhancing":[186],"understanding":[190],"information":[192],"interaction.":[193],"Experiments":[194],"validate":[195],"effectiveness":[197],"demonstrate":[205],"outstanding":[207],"performance":[208],"task.":[220],"Additionally,":[221],"systematically":[223],"compare":[224],"three":[225],"different":[226],"language":[227],"decoders,":[228],"Mamba,":[230],"GPT-style":[231],"decoder,":[232,235],"Transformer":[234],"providing":[236],"valuable":[237],"insights":[238],"for":[239],"future":[240],"research.":[242],"The":[243],"code":[244],"will":[245],"be":[246],"available":[247],"at":[248],"https://github.com/Chen-Yang-Liu/RSCaMa.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":34},{"year":2025,"cited_by_count":65},{"year":2024,"cited_by_count":15}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-05-24T00:00:00"}
