{"id":"https://openalex.org/W3010597097","doi":"https://doi.org/10.1007/978-3-030-58574-7_8","title":"Embedding Propagation: Smoother Manifold for Few-Shot Classification","display_name":"Embedding Propagation: Smoother Manifold for Few-Shot Classification","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3010597097","doi":"https://doi.org/10.1007/978-3-030-58574-7_8","mag":"3010597097"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58574-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58574-7_8","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2003.04151","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103191934","display_name":"Pau Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-1689-8084"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Pau Rodr\u00edguez","raw_affiliation_strings":["Element AI, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Element AI, Montreal, Canada","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028905152","display_name":"Issam Laradji","orcid":"https://orcid.org/0000-0002-9713-3269"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Issam Laradji","raw_affiliation_strings":["Element AI, Montreal, Canada","University of British Columbia, Vancouver, Canada"],"affiliations":[{"raw_affiliation_string":"Element AI, Montreal, Canada","institution_ids":[]},{"raw_affiliation_string":"University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028239106","display_name":"Alexandre Drouin","orcid":"https://orcid.org/0000-0001-7718-0319"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandre Drouin","raw_affiliation_strings":["Element AI, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Element AI, Montreal, Canada","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040248599","display_name":"Alexandre Lacoste","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandre Lacoste","raw_affiliation_strings":["Element AI, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"Element AI, Montreal, Canada","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103191934"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":9.8905,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.98540948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"121","last_page":"138"},"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":0.9998999834060669,"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":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9736999869346619,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.954200029373169,"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/embedding","display_name":"Embedding","score":0.812124490737915},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6454975605010986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6290113925933838},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.562410295009613},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.5617598295211792},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5508036613464355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5317619442939758},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49849724769592285},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.4873541295528412},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48430362343788147},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4595043361186981},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4577523469924927},{"id":"https://openalex.org/keywords/manifold-alignment","display_name":"Manifold alignment","score":0.42725110054016113},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4262257218360901},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4179299771785736},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3486858606338501},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33474743366241455},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26999953389167786}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.812124490737915},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6454975605010986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6290113925933838},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.562410295009613},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.5617598295211792},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5508036613464355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5317619442939758},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49849724769592285},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.4873541295528412},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48430362343788147},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4595043361186981},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4577523469924927},{"id":"https://openalex.org/C153120616","wikidata":"https://www.wikidata.org/wiki/Q17068315","display_name":"Manifold alignment","level":4,"score":0.42725110054016113},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4262257218360901},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4179299771785736},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3486858606338501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33474743366241455},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26999953389167786},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-58574-7_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58574-7_8","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"},{"id":"pmh:oai:arXiv.org:2003.04151","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04151","pdf_url":"https://arxiv.org/pdf/2003.04151","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3010597097","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2003.04151.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2003.04151","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2003.04151","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2003.04151","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.04151","pdf_url":"https://arxiv.org/pdf/2003.04151","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W14333344","https://openalex.org/W92894758","https://openalex.org/W1658064490","https://openalex.org/W1836465849","https://openalex.org/W1903029394","https://openalex.org/W1969365015","https://openalex.org/W1983320747","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2104290444","https://openalex.org/W2115733720","https://openalex.org/W2117539524","https://openalex.org/W2149298154","https://openalex.org/W2149933564","https://openalex.org/W2154455818","https://openalex.org/W2163605009","https://openalex.org/W2302255633","https://openalex.org/W2601450892","https://openalex.org/W2604763608","https://openalex.org/W2613718673","https://openalex.org/W2620986852","https://openalex.org/W2625674597","https://openalex.org/W2753160622","https://openalex.org/W2770468159","https://openalex.org/W2786398923","https://openalex.org/W2787035179","https://openalex.org/W2787705367","https://openalex.org/W2788475065","https://openalex.org/W2794363191","https://openalex.org/W2798836702","https://openalex.org/W2895671740","https://openalex.org/W2921861056","https://openalex.org/W2943605315","https://openalex.org/W2947298857","https://openalex.org/W2948066818","https://openalex.org/W2962723986","https://openalex.org/W2962895018","https://openalex.org/W2962980542","https://openalex.org/W2963031676","https://openalex.org/W2963070905","https://openalex.org/W2963078860","https://openalex.org/W2963341924","https://openalex.org/W2963399829","https://openalex.org/W2963685250","https://openalex.org/W2963741406","https://openalex.org/W2963845150","https://openalex.org/W2963943197","https://openalex.org/W2964026991","https://openalex.org/W2964105864","https://openalex.org/W2964112702","https://openalex.org/W2964137095","https://openalex.org/W2965535361","https://openalex.org/W2970697704","https://openalex.org/W2970941416","https://openalex.org/W2971035910","https://openalex.org/W2971071159","https://openalex.org/W2979805229","https://openalex.org/W2981540061","https://openalex.org/W2988205463","https://openalex.org/W2994633389","https://openalex.org/W2998229299","https://openalex.org/W3002474619","https://openalex.org/W3007881937","https://openalex.org/W3009081299","https://openalex.org/W3034312118","https://openalex.org/W3034453888","https://openalex.org/W3034637015","https://openalex.org/W3037023107","https://openalex.org/W6600410613","https://openalex.org/W6600609147","https://openalex.org/W6717697761","https://openalex.org/W6753311412"],"related_works":["https://openalex.org/W3110214837","https://openalex.org/W3191302135","https://openalex.org/W2907795190","https://openalex.org/W2933502442","https://openalex.org/W2601450892","https://openalex.org/W3095652843","https://openalex.org/W2741241957","https://openalex.org/W2977131104","https://openalex.org/W2952339695","https://openalex.org/W2900694272","https://openalex.org/W2913720397","https://openalex.org/W3206620685","https://openalex.org/W3002791897","https://openalex.org/W3035463153","https://openalex.org/W3158887773","https://openalex.org/W3194481141","https://openalex.org/W344519912","https://openalex.org/W3109418966","https://openalex.org/W3141262995","https://openalex.org/W3155635871"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
