{"id":"https://openalex.org/W4313122095","doi":"https://doi.org/10.1007/978-3-031-19821-2_2","title":"Constrained Mean Shift Using Distant yet\u00a0Related Neighbors for\u00a0Representation Learning","display_name":"Constrained Mean Shift Using Distant yet\u00a0Related Neighbors for\u00a0Representation Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313122095","doi":"https://doi.org/10.1007/978-3-031-19821-2_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-19821-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19821-2_2","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/A5054529203","display_name":"K L Navaneet","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"K. L. Navaneet","raw_affiliation_strings":["University of California, Davis, Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084289151","display_name":"Soroush Abbasi Koohpayegani","orcid":"https://orcid.org/0000-0001-8023-1519"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soroush Abbasi Koohpayegani","raw_affiliation_strings":["University of California, Davis, Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031794370","display_name":"Ajinkya Tejankar","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ajinkya Tejankar","raw_affiliation_strings":["University of California, Davis, Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000485748","display_name":"Kossar Pourahmadi","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kossar Pourahmadi","raw_affiliation_strings":["University of California, Davis, Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010032549","display_name":"Akshayvarun Subramanya","orcid":null},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Akshayvarun Subramanya","raw_affiliation_strings":["University of Maryland, Baltimore County, Baltimore, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland, Baltimore County, Baltimore, USA","institution_ids":["https://openalex.org/I79272384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031860916","display_name":"Hamed Pirsiavash","orcid":"https://orcid.org/0000-0002-2528-3305"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Pirsiavash","raw_affiliation_strings":["University of California, Davis, Davis, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Davis, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054529203"],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7144,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87742683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"41"},"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":1.0,"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":1.0,"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":0.9998000264167786,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9994999766349792,"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":0.8319649696350098},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7263078689575195},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.647249698638916},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6045598983764648},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.51238614320755},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.47294116020202637},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.4453226923942566},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4180891513824463},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.412769615650177},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40369290113449097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3467998504638672},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28998613357543945},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.20749107003211975},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0845663845539093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319649696350098},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7263078689575195},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.647249698638916},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6045598983764648},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.51238614320755},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.47294116020202637},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.4453226923942566},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4180891513824463},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.412769615650177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40369290113449097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3467998504638672},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28998613357543945},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.20749107003211975},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0845663845539093},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-19821-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19821-2_2","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W1498436455","https://openalex.org/W1977295328","https://openalex.org/W1981276685","https://openalex.org/W2017814585","https://openalex.org/W2047643928","https://openalex.org/W2096733369","https://openalex.org/W2127589108","https://openalex.org/W2138011018","https://openalex.org/W2157364932","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2321533354","https://openalex.org/W2326925005","https://openalex.org/W2533598788","https://openalex.org/W2750549109","https://openalex.org/W2883725317","https://openalex.org/W2885201931","https://openalex.org/W2963350250","https://openalex.org/W2981952041","https://openalex.org/W2992308087","https://openalex.org/W2996832677","https://openalex.org/W2998388430","https://openalex.org/W3001197829","https://openalex.org/W3034781633","https://openalex.org/W3035524453","https://openalex.org/W3108655343","https://openalex.org/W3109241881","https://openalex.org/W3112889778","https://openalex.org/W3154677174","https://openalex.org/W3158278463","https://openalex.org/W3158714121","https://openalex.org/W3159481202","https://openalex.org/W3171007011","https://openalex.org/W3172456032","https://openalex.org/W3176455777","https://openalex.org/W3180562345","https://openalex.org/W3185766304","https://openalex.org/W4214642259","https://openalex.org/W4231177249","https://openalex.org/W6600005967","https://openalex.org/W6600018615","https://openalex.org/W6606942565","https://openalex.org/W6699763408","https://openalex.org/W6776700526","https://openalex.org/W6817527648","https://openalex.org/W6829576860"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2560191017","https://openalex.org/W2183306018","https://openalex.org/W2549990292","https://openalex.org/W2345479200","https://openalex.org/W2348892528","https://openalex.org/W2951819827","https://openalex.org/W2849310602","https://openalex.org/W2014728371","https://openalex.org/W2419146053"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}