{"id":"https://openalex.org/W2883725317","doi":"https://doi.org/10.1007/978-3-030-01264-9_9","title":"Deep Clustering for Unsupervised Learning of Visual Features","display_name":"Deep Clustering for Unsupervised Learning of Visual Features","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2883725317","doi":"https://doi.org/10.1007/978-3-030-01264-9_9","mag":"2883725317"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-01264-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01264-9_9","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,"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"},"type":"book-chapter","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/A5071626315","display_name":"Mathilde Caron","orcid":"https://orcid.org/0000-0001-6594-6698"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mathilde Caron","raw_affiliation_strings":["Facebook AI Research, Paris, France"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035420035","display_name":"Piotr Bojanowski","orcid":"https://orcid.org/0000-0001-8098-5900"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Piotr Bojanowski","raw_affiliation_strings":["Facebook AI Research, Paris, France"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107859338","display_name":"Armand Joulin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Armand Joulin","raw_affiliation_strings":["Facebook AI Research, Paris, France"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053822883","display_name":"Matthijs Douze","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Matthijs Douze","raw_affiliation_strings":["Facebook AI Research, Paris, France"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071626315"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":264.0664,"has_fulltext":false,"cited_by_count":2424,"citation_normalized_percentile":{"value":0.99983321,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"139","last_page":"156"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9993000030517578,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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":0.8894452452659607},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8086445331573486},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.7744766473770142},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.713161289691925},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.6210144758224487},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5710456371307373},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5554018020629883},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5021367073059082},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4536660313606262},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4360063672065735}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8894452452659607},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8086445331573486},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.7744766473770142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.713161289691925},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.6210144758224487},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5710456371307373},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5554018020629883},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5021367073059082},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4536660313606262},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4360063672065735}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-01264-9_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-01264-9_9","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,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W180242331","https://openalex.org/W219040644","https://openalex.org/W343636949","https://openalex.org/W1480376833","https://openalex.org/W1520997877","https://openalex.org/W1544092585","https://openalex.org/W1625255723","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1849277567","https://openalex.org/W1893585201","https://openalex.org/W1955857676","https://openalex.org/W1989684337","https://openalex.org/W2062118960","https://openalex.org/W2086052791","https://openalex.org/W2095705004","https://openalex.org/W2099471712","https://openalex.org/W2100031962","https://openalex.org/W2103716973","https://openalex.org/W2108282816","https://openalex.org/W2108598243","https://openalex.org/W2110798204","https://openalex.org/W2112796928","https://openalex.org/W2113221323","https://openalex.org/W2113896236","https://openalex.org/W2117539524","https://openalex.org/W2121947440","https://openalex.org/W2134670479","https://openalex.org/W2136655611","https://openalex.org/W2139427956","https://openalex.org/W2141362318","https://openalex.org/W2145094598","https://openalex.org/W2148349024","https://openalex.org/W2148809531","https://openalex.org/W2162762921","https://openalex.org/W2163605009","https://openalex.org/W2174726731","https://openalex.org/W2212363941","https://openalex.org/W2308529009","https://openalex.org/W2321533354","https://openalex.org/W2326925005","https://openalex.org/W2412782625","https://openalex.org/W2511428026","https://openalex.org/W2554692997","https://openalex.org/W2558661413","https://openalex.org/W2560977758","https://openalex.org/W2575671312","https://openalex.org/W2607510315","https://openalex.org/W2613718673","https://openalex.org/W2750549109","https://openalex.org/W2774008708","https://openalex.org/W2949117887","https://openalex.org/W2949578333","https://openalex.org/W2962749380","https://openalex.org/W2962824366","https://openalex.org/W2962852342","https://openalex.org/W2962877362","https://openalex.org/W2963420272","https://openalex.org/W2963446712","https://openalex.org/W2963474899","https://openalex.org/W2963749571","https://openalex.org/W2964074409","https://openalex.org/W4205743601","https://openalex.org/W6600007113","https://openalex.org/W6601052344","https://openalex.org/W6776948474"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2952760143","https://openalex.org/W2017776670","https://openalex.org/W2347897961","https://openalex.org/W2340870721","https://openalex.org/W2358318464","https://openalex.org/W2979236518","https://openalex.org/W3091955004"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":243},{"year":2024,"cited_by_count":366},{"year":2023,"cited_by_count":398},{"year":2022,"cited_by_count":421},{"year":2021,"cited_by_count":512},{"year":2020,"cited_by_count":342},{"year":2019,"cited_by_count":110},{"year":2018,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}