{"id":"https://openalex.org/W4405023205","doi":"https://doi.org/10.1109/tgrs.2024.3510833","title":"RingMoGPT: A Unified Remote Sensing Foundation Model for Vision, Language, and Grounded Tasks","display_name":"RingMoGPT: A Unified Remote Sensing Foundation Model for Vision, Language, and Grounded Tasks","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405023205","doi":"https://doi.org/10.1109/tgrs.2024.3510833"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3510833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3510833","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5046600276","display_name":"Peijin Wang","orcid":"https://orcid.org/0000-0002-0371-5584"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peijin Wang","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0371-5584","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055379213","display_name":"Huiyang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyang Hu","raw_affiliation_strings":["School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-4573-0428","affiliations":[{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022675298","display_name":"Bowei Tong","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyuan Tong","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-5100-5918","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101451297","display_name":"Ziqi Zhang","orcid":"https://orcid.org/0000-0002-5937-183X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Zhang","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5937-183X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075545191","display_name":"Fanglong Yao","orcid":"https://orcid.org/0000-0003-4187-9755"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fanglong Yao","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4187-9755","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055032051","display_name":"Yingchao Feng","orcid":"https://orcid.org/0000-0003-4017-8885"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingchao Feng","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4017-8885","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101563385","display_name":"Zining Zhu","orcid":"https://orcid.org/0000-0003-0854-5382"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zining Zhu","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0854-5382","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034301879","display_name":"Hao Chang","orcid":"https://orcid.org/0000-0001-7082-2526"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Chang","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7082-2526","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002110023","display_name":"Wenhui Diao","orcid":"https://orcid.org/0000-0002-3931-3974"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhui Diao","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3931-3974","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015317495","display_name":"Qixiang Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qixiang Ye","raw_affiliation_strings":["School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1215-6259","affiliations":[{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005905514","display_name":"Xian Sun","orcid":"https://orcid.org/0000-0002-0038-9816"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Sun","raw_affiliation_strings":["Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0038-9816","affiliations":[{"raw_affiliation_string":"Key Laboratory of Network Information System Technology (NIST), Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":23.6917,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.99551272,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"20"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.8355000019073486,"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"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.8355000019073486,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.7728000283241272,"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":0.70404052734375},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.5723665952682495},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4783579707145691},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45065709948539734},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39534276723861694},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34868282079696655},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11133882403373718}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.70404052734375},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.5723665952682495},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4783579707145691},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45065709948539734},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39534276723861694},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34868282079696655},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11133882403373718},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3510833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3510833","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1139384782","display_name":null,"funder_award_id":"62306302","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3119146116","display_name":null,"funder_award_id":"62302501","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8853527755","display_name":null,"funder_award_id":"62301538","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":114,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1956340063","https://openalex.org/W1958291604","https://openalex.org/W1980038761","https://openalex.org/W2005368619","https://openalex.org/W2102605133","https://openalex.org/W2193145675","https://openalex.org/W2222512263","https://openalex.org/W2510520237","https://openalex.org/W2512351403","https://openalex.org/W2515866431","https://openalex.org/W2565639579","https://openalex.org/W2592962403","https://openalex.org/W2601564443","https://openalex.org/W2626107033","https://openalex.org/W2779054585","https://openalex.org/W2779335303","https://openalex.org/W2783165089","https://openalex.org/W2829067510","https://openalex.org/W2888527098","https://openalex.org/W2890732922","https://openalex.org/W2911584214","https://openalex.org/W2919352650","https://openalex.org/W2962217138","https://openalex.org/W2962749812","https://openalex.org/W2962766617","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2963686907","https://openalex.org/W2963717374","https://openalex.org/W2963849369","https://openalex.org/W2963954913","https://openalex.org/W2964241181","https://openalex.org/W2964979676","https://openalex.org/W2966683369","https://openalex.org/W2988981892","https://openalex.org/W2992240579","https://openalex.org/W2995801068","https://openalex.org/W2995904231","https://openalex.org/W3003478339","https://openalex.org/W3006487741","https://openalex.org/W3006792692","https://openalex.org/W3009818596","https://openalex.org/W3012111773","https://openalex.org/W3012326541","https://openalex.org/W3012573144","https://openalex.org/W3015063979","https://openalex.org/W3017622525","https://openalex.org/W3022917557","https://openalex.org/W3027225766","https://openalex.org/W3035365026","https://openalex.org/W3047889186","https://openalex.org/W3048939508","https://openalex.org/W3096609285","https://openalex.org/W3117344638","https://openalex.org/W3124566001","https://openalex.org/W3125493368","https://openalex.org/W3140300848","https://openalex.org/W3144483443","https://openalex.org/W3154766321","https://openalex.org/W3181391941","https://openalex.org/W3183140681","https://openalex.org/W3186187670","https://openalex.org/W3194015448","https://openalex.org/W3196729209","https://openalex.org/W3196922338","https://openalex.org/W3199365085","https://openalex.org/W3201623325","https://openalex.org/W3203354307","https://openalex.org/W3212888835","https://openalex.org/W3213288046","https://openalex.org/W3216130706","https://openalex.org/W4206111836","https://openalex.org/W4220716465","https://openalex.org/W4226359564","https://openalex.org/W4226456028","https://openalex.org/W4229439310","https://openalex.org/W4283360854","https://openalex.org/W4288391486","https://openalex.org/W4289752563","https://openalex.org/W4292968451","https://openalex.org/W4312341105","https://openalex.org/W4313021481","https://openalex.org/W4322707256","https://openalex.org/W4362598957","https://openalex.org/W4386071707","https://openalex.org/W4386076522","https://openalex.org/W4387802245","https://openalex.org/W4392719508","https://openalex.org/W4395041667","https://openalex.org/W4399399400","https://openalex.org/W4400644965","https://openalex.org/W4402473945","https://openalex.org/W4403237113","https://openalex.org/W6620707391","https://openalex.org/W6679699912","https://openalex.org/W6750227808","https://openalex.org/W6755020103","https://openalex.org/W6755207826","https://openalex.org/W6779584667","https://openalex.org/W6791353385","https://openalex.org/W6849177959","https://openalex.org/W6850105430","https://openalex.org/W6851592950","https://openalex.org/W6853116092","https://openalex.org/W6853528422","https://openalex.org/W6854222408","https://openalex.org/W6854878091","https://openalex.org/W6855350031","https://openalex.org/W6857162426","https://openalex.org/W6857872576","https://openalex.org/W6858816293","https://openalex.org/W6859801230","https://openalex.org/W6860277257"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Recently,":[0],"multimodal":[1,54],"large":[2],"language":[3],"models":[4],"(MLLMs)":[5],"have":[6],"shown":[7],"excellent":[8],"reasoning":[9],"capabilities":[10],"in":[11,42,221],"various":[12],"fields.":[13],"Most":[14],"of":[15,35,45,67,85,111,224],"the":[16,32,43,65,82,109,116,120,202,209,213,222],"existing":[17],"remote":[18],"sensing":[19],"(RS)":[20],"MLLMs":[21],"solve":[22],"image-level":[23],"text":[24,134],"generation":[25,145],"problems":[26],"(e.g.,":[27],"image":[28,132,169,172],"captioning),":[29],"but":[30],"ignore":[31],"core":[33],"issues":[34],"object-level":[36],"recognition,":[37],"location,":[38],"and":[39,61,88,96,101,119,133,142,174,195,208],"multitemporal":[40,192],"changes":[41,194],"field":[44],"RS.":[46],"In":[47],"this":[48],"article,":[49],"we":[50,91,113],"propose":[51,93],"RingMoGPT,":[52,112],"a":[53,77,94,102,128,140,205],"foundation":[55],"model":[56,83,203],"that":[57,180,212],"unifies":[58],"vision,":[59],"language,":[60],"localization.":[62],"Based":[63],"on":[64,184],"idea":[66],"domain":[68],"adaption,":[69],"RingMoGPT":[70,181,215],"can":[71],"complete":[72],"training":[73],"by":[74],"fine-tuning":[75],"only":[76],"few":[78],"parameters.":[79],"To":[80,107],"make":[81],"capable":[84],"object":[86,163],"detection":[87,104],"change":[89,103,175],"captioning,":[90,170,173],"further":[92],"location-":[95],"instruction-aware":[97],"querying":[98],"transformer":[99],"(Q-Former)":[100],"module,":[105],"respectively.":[106],"improve":[108],"performance":[110],"carefully":[114],"design":[115],"pretraining":[117,124],"dataset":[118,125,149],"instruction-tuning":[121,148],"dataset.":[122],"The":[123,147],"contains":[126,150],"over":[127],"half":[129],"million":[130,154],"high-quality":[131],"pairs,":[135,156],"which":[136],"are":[137],"generated":[138],"through":[139],"low-cost":[141],"efficient":[143],"data":[144,193],"paradigm.":[146],"more":[151],"than":[152],"1.6":[153],"question-answer":[155],"including":[157],"six":[158,185],"downstream":[159],"tasks:":[160],"scene":[161],"classification,":[162],"detection,":[164],"visual":[165],"question":[166],"answering":[167],"(VQA),":[168],"grounded":[171],"captioning.":[176],"Our":[177],"experiments":[178],"show":[179,211],"performs":[182],"well":[183],"tasks,":[186],"especially":[187],"its":[188],"ability":[189,220],"to":[190],"analyze":[191],"identify":[196],"dense":[197],"objects.":[198],"We":[199],"also":[200,216],"verified":[201],"under":[204],"zero-shot":[206],"setting,":[207],"results":[210],"proposed":[214],"has":[217],"good":[218],"generalization":[219],"face":[223],"new":[225],"data.":[226]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}