{"id":"https://openalex.org/W7214935309","doi":"https://doi.org/10.1007/978-3-032-39385-2_38","title":"Loc-Aware: Integrating Geographic Metadata into Contrastive Learning","display_name":"Loc-Aware: Integrating Geographic Metadata into Contrastive Learning","publication_year":2026,"publication_date":"2026-09-30","ids":{"openalex":"https://openalex.org/W7214935309","doi":"https://doi.org/10.1007/978-3-032-39385-2_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-39385-2_38","doi":"https://doi.org/10.1007/978-3-032-39385-2_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-39385-2_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7214997436","display_name":"Pattern Recognition. ICPR 2026 International Workshops"},"type":"conference-paper","is_traditional":true,"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/A5153622301","display_name":"Juliana Carvalho","orcid":"https://orcid.org/0009-0001-3784-6320","observed_orcids":["https://orcid.org/0009-0001-3784-6320"]},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'\u00e9tudes et de recherche en informatique et communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562","https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Juliana Carvalho","raw_affiliation_strings":["CEDRIC Laboratory, Conservatoire National des Arts et M\u00e9tiers (CNAM), Paris, France"],"raw_orcid":"https://orcid.org/0009-0001-3784-6320","affiliations":[{"raw_affiliation_string":"CEDRIC Laboratory, Conservatoire National des Arts et M\u00e9tiers (CNAM), Paris, France","institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046244833","display_name":"Cl\u00e9ment Rambour","orcid":"https://orcid.org/0000-0002-9899-3201","observed_orcids":["https://orcid.org/0000-0002-9899-3201"]},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210150358","display_name":"Institut Syst\u00e8mes Intelligents et de Robotique","ror":"https://ror.org/05neq8668","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210150358","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9ment Rambour","raw_affiliation_strings":["ISIR Laboratory, Sorbonne University, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-9899-3201","affiliations":[{"raw_affiliation_string":"ISIR Laboratory, Sorbonne University, Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210150358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059566872","display_name":"Arnaud Breloy","orcid":"https://orcid.org/0000-0002-3802-9015","observed_orcids":["https://orcid.org/0000-0002-3802-9015"]},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'\u00e9tudes et de recherche en informatique et communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562","https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Breloy","raw_affiliation_strings":["CEDRIC Laboratory, Conservatoire National des Arts et M\u00e9tiers (CNAM), Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-3802-9015","affiliations":[{"raw_affiliation_string":"CEDRIC Laboratory, Conservatoire National des Arts et M\u00e9tiers (CNAM), Paris, France","institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059674545","display_name":"Javiera Castillo-Navarro","orcid":"https://orcid.org/0000-0003-4917-5103","observed_orcids":["https://orcid.org/0000-0003-4917-5103"]},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'\u00e9tudes et de recherche en informatique et communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562","https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Javiera Castillo Navarro","raw_affiliation_strings":["CEDRIC Laboratory, Conservatoire National des Arts et M\u00e9tiers (CNAM), Paris, France"],"raw_orcid":"https://orcid.org/0000-0003-4917-5103","affiliations":[{"raw_affiliation_string":"CEDRIC Laboratory, Conservatoire National des Arts et M\u00e9tiers (CNAM), Paris, France","institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5153622301"],"corresponding_institution_ids":["https://openalex.org/I124158823","https://openalex.org/I4210145724"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70166214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"538","last_page":"552"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.5321999788284302,"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":0.5321999788284302,"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":0.23270000517368317,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.042100001126527786,"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/contrastive-learning","display_name":"contrastive learning","score":0.8709999918937683},{"id":"https://openalex.org/keywords/self-supervised-learning","display_name":"self-supervised learning","score":0.9010000228881836},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.5630000233650208},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"satellite imagery","score":0.8949999809265137},{"id":"https://openalex.org/keywords/geospatial-metadata","display_name":"geospatial metadata","score":0.9739999771118164},{"id":"https://openalex.org/keywords/representation-learning","display_name":"representation learning","score":0.7519999742507935},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.5189999938011169},{"id":"https://openalex.org/keywords/simclr","display_name":"SimCLR","score":0.34299999475479126}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8959000110626221},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7479000091552734},{"id":"https://openalex.org/C2777629044","wikidata":"https://www.wikidata.org/wiki/Q614959","display_name":"Contrastive analysis","level":2,"score":0.4950000047683716},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4659000039100647},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4474000036716461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4156999886035919},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.41499999165534973},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.3005000054836273},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.2669999897480011},{"id":"https://openalex.org/C193150823","wikidata":"https://www.wikidata.org/wiki/Q1477538","display_name":"Geospatial metadata","level":5,"score":0.25929999351501465},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C53605480","wikidata":"https://www.wikidata.org/wiki/Q852595","display_name":"Geotagging","level":2,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-39385-2_38","doi":"https://doi.org/10.1007/978-3-032-39385-2_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-39385-2_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1980038761","https://openalex.org/W1987971958","https://openalex.org/W2194775991","https://openalex.org/W2321707316","https://openalex.org/W2592962403","https://openalex.org/W2768404247","https://openalex.org/W2890732922","https://openalex.org/W2964194231","https://openalex.org/W2964246847","https://openalex.org/W2970641574","https://openalex.org/W3007766931","https://openalex.org/W3013723079","https://openalex.org/W3035524453","https://openalex.org/W3094502228","https://openalex.org/W3105496885","https://openalex.org/W3144483443","https://openalex.org/W3154502923","https://openalex.org/W3159481202","https://openalex.org/W3171651584","https://openalex.org/W3207924272","https://openalex.org/W4283697304","https://openalex.org/W4297808394","https://openalex.org/W4386076428","https://openalex.org/W4390874379","https://openalex.org/W4402953715","https://openalex.org/W4409368417","https://openalex.org/W7133192139","https://openalex.org/W7133201458"],"related_works":["https://openalex.org/W4402953715","https://openalex.org/W3206737592","https://openalex.org/W4385801728","https://openalex.org/W3105496885","https://openalex.org/W6910540865","https://openalex.org/W4387026640","https://openalex.org/W4309132693","https://openalex.org/W4402264775","https://openalex.org/W7135229865","https://openalex.org/W4367859967"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-01T00:00:00"}
