{"id":"https://openalex.org/W4386213542","doi":"https://doi.org/10.1007/s10994-023-06374-1","title":"Learning domain invariant representations of heterogeneous image data","display_name":"Learning domain invariant representations of heterogeneous image data","publication_year":2023,"publication_date":"2023-08-28","ids":{"openalex":"https://openalex.org/W4386213542","doi":"https://doi.org/10.1007/s10994-023-06374-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-023-06374-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06374-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06374-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06374-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082571515","display_name":"Mihailo Obrenovi\u0107","orcid":"https://orcid.org/0000-0003-1272-7437"},"institutions":[{"id":"https://openalex.org/I14245010","display_name":"University of Kragujevac","ror":"https://ror.org/04f7vj627","country_code":"RS","type":"education","lineage":["https://openalex.org/I14245010"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR","RS"],"is_corresponding":true,"raw_author_name":"Mihailo Obrenovi\u0107","raw_affiliation_strings":["Faculty of Science, University of Kragujevac, Radoja Domanovica 12, Kragujevac, 34000, Serbia","ICube, University of Strasbourg, Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Kragujevac, Radoja Domanovica 12, Kragujevac, 34000, Serbia","institution_ids":["https://openalex.org/I14245010"]},{"raw_affiliation_string":"ICube, University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016714459","display_name":"Thomas Lampert","orcid":"https://orcid.org/0000-0002-4911-3941"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Lampert","raw_affiliation_strings":["ICube, University of Strasbourg, Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"ICube, University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089092264","display_name":"Milo\u0161 Ivanovi\u0107","orcid":"https://orcid.org/0000-0002-8974-2267"},"institutions":[{"id":"https://openalex.org/I14245010","display_name":"University of Kragujevac","ror":"https://ror.org/04f7vj627","country_code":"RS","type":"education","lineage":["https://openalex.org/I14245010"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Milo\u0161 Ivanovi\u0107","raw_affiliation_strings":["Faculty of Science, University of Kragujevac, Radoja Domanovica 12, Kragujevac, 34000, Serbia"],"affiliations":[{"raw_affiliation_string":"Faculty of Science, University of Kragujevac, Radoja Domanovica 12, Kragujevac, 34000, Serbia","institution_ids":["https://openalex.org/I14245010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031872978","display_name":"Pierre Gan\u00e7arski","orcid":"https://orcid.org/0000-0003-1230-6560"},"institutions":[{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Gan\u00e7arski","raw_affiliation_strings":["ICube, University of Strasbourg, Strasbourg, France"],"affiliations":[{"raw_affiliation_string":"ICube, University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082571515"],"corresponding_institution_ids":["https://openalex.org/I14245010","https://openalex.org/I68947357"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0325,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8131278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"112","issue":"10","first_page":"3659","last_page":"3684"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994000196456909,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9994000196456909,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11581","display_name":"Viral Infections and Outbreaks Research","score":0.9212999939918518,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7545758485794067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.709018349647522},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5439985990524292},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5375983119010925},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5163925290107727},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.49967074394226074},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.4798673987388611},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4700637757778168},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45103251934051514},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45046868920326233},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44031932950019836},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.43906068801879883},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43035566806793213},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4157719016075134},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3803684711456299},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3560022711753845},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.1678955852985382},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11897975206375122},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10839846730232239},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07880949974060059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7545758485794067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.709018349647522},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5439985990524292},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5375983119010925},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5163925290107727},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.49967074394226074},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.4798673987388611},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4700637757778168},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45103251934051514},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45046868920326233},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44031932950019836},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.43906068801879883},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43035566806793213},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4157719016075134},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3803684711456299},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3560022711753845},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.1678955852985382},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11897975206375122},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10839846730232239},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07880949974060059},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s10994-023-06374-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06374-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06374-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmh:2023STRAD052","is_oa":true,"landing_page_url":"http://www.theses.fr/2023STRAD052/document","pdf_url":null,"source":{"id":"https://openalex.org/S4406923047","display_name":"theses.fr (ABES)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Electronic Thesis or Dissertation"},{"id":"pmh:oai:HAL:hal-04220477v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04220477","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning, 2023, 112, pp.3659-3684. ⟨10.1007/s10994-023-06374-1⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:tel-04561996v1","is_oa":false,"landing_page_url":"https://theses.hal.science/tel-04561996","pdf_url":null,"source":{"id":"https://openalex.org/S4406922452","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computer Science [cs]. Universit\u00e9 de Strasbourg; Universit\u00e9 de Kragujevac (Serbie), 2023. English. ⟨NNT : 2023STRAD052⟩","raw_type":"Theses"},{"id":"pmh:oai:univoak.eu:islandora_167413","is_oa":false,"landing_page_url":"https://univoak.eu/islandora/object/islandora%3A167413","pdf_url":null,"source":{"id":"https://openalex.org/S4306402449","display_name":"univOAK (4 institutions : Universit\u00e9 de Strasbourg, Universit\u00e9 de Haute Alsace, INSA Strasbourg, Biblioth\u00e8que Nationale et Universitaire de Strasbourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100283","host_organization_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","host_organization_lineage":["https://openalex.org/I4210100283"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:univoak.eu:islandora_168310","is_oa":false,"landing_page_url":"https://univoak.eu/islandora/object/islandora%3A168310","pdf_url":null,"source":{"id":"https://openalex.org/S4306402449","display_name":"univOAK (4 institutions : Universit\u00e9 de Strasbourg, Universit\u00e9 de Haute Alsace, INSA Strasbourg, Biblioth\u00e8que Nationale et Universitaire de Strasbourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100283","host_organization_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","host_organization_lineage":["https://openalex.org/I4210100283"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10994-023-06374-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-023-06374-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10994-023-06374-1.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3162424001","display_name":null,"funder_award_id":"Support","funder_id":"https://openalex.org/F4320322147","funder_display_name":"Universit\u00e9 de Strasbourg"},{"id":"https://openalex.org/G8199946079","display_name":null,"funder_award_id":"2021-A0111011872","funder_id":"https://openalex.org/F4320326256","funder_display_name":"Grand \u00c9quipement National De Calcul Intensif"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320322147","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24"},{"id":"https://openalex.org/F4320326256","display_name":"Grand \u00c9quipement National De Calcul Intensif","ror":"https://ror.org/0010d1q40"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386213542.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W1565402342","https://openalex.org/W1686810756","https://openalex.org/W1834646128","https://openalex.org/W1882958252","https://openalex.org/W2050398567","https://openalex.org/W2169067611","https://openalex.org/W2519397578","https://openalex.org/W2592962403","https://openalex.org/W2593768305","https://openalex.org/W2617032573","https://openalex.org/W2688051750","https://openalex.org/W2739748921","https://openalex.org/W2753192188","https://openalex.org/W2767657961","https://openalex.org/W2770645414","https://openalex.org/W2808408933","https://openalex.org/W2891303672","https://openalex.org/W2892946488","https://openalex.org/W2918405464","https://openalex.org/W2962793481","https://openalex.org/W2963187488","https://openalex.org/W2963444790","https://openalex.org/W2963470893","https://openalex.org/W2963526604","https://openalex.org/W2963958441","https://openalex.org/W2972279533","https://openalex.org/W2986381065","https://openalex.org/W2986943971","https://openalex.org/W3004969510","https://openalex.org/W3012326541","https://openalex.org/W3036616251","https://openalex.org/W3131868721","https://openalex.org/W3132340172","https://openalex.org/W3132535040","https://openalex.org/W3136561975","https://openalex.org/W6637618735","https://openalex.org/W6725448924","https://openalex.org/W6735913928","https://openalex.org/W6764569728"],"related_works":["https://openalex.org/W2486460843","https://openalex.org/W2168109476","https://openalex.org/W1968121071","https://openalex.org/W2020254986","https://openalex.org/W2686985752","https://openalex.org/W1992540108","https://openalex.org/W2074225891","https://openalex.org/W3173833618","https://openalex.org/W4200301313","https://openalex.org/W2957702778"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}