{"id":"https://openalex.org/W3217451635","doi":"https://doi.org/10.1007/978-3-030-92659-5_24","title":"Learning Conditional Invariance Through Cycle Consistency","display_name":"Learning Conditional Invariance Through Cycle Consistency","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3217451635","doi":"https://doi.org/10.1007/978-3-030-92659-5_24","mag":"3217451635"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-92659-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-92659-5_24","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/2111.13185","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034051037","display_name":"Maxim Samarin","orcid":"https://orcid.org/0000-0002-9242-1827"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Maxim Samarin","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109758557","display_name":"Vitali Nesterov","orcid":null},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Vitali Nesterov","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017215421","display_name":"Mario Wieser","orcid":"https://orcid.org/0000-0002-8737-3605"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mario Wieser","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067014251","display_name":"Aleksander Wieczorek","orcid":"https://orcid.org/0000-0003-1565-1781"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Aleksander Wieczorek","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025828990","display_name":"Sonali Parbhoo","orcid":"https://orcid.org/0000-0001-8400-3732"},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sonali Parbhoo","raw_affiliation_strings":["Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Boston, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052211172","display_name":"Volker R\u00f6th","orcid":"https://orcid.org/0000-0003-0991-0273"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Volker Roth","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034051037"],"corresponding_institution_ids":["https://openalex.org/I1850255"],"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":0.2945346,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"376","last_page":"391"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.6630140542984009},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.6515583992004395},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.634408175945282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6096750497817993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5764469504356384},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.5434548854827881},{"id":"https://openalex.org/keywords/information-bottleneck-method","display_name":"Information bottleneck method","score":0.5147624015808105},{"id":"https://openalex.org/keywords/latent-variable-model","display_name":"Latent variable model","score":0.4853857755661011},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47375020384788513},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43457871675491333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.338657021522522},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32488831877708435},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.09123718738555908}],"concepts":[{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.6630140542984009},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.6515583992004395},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.634408175945282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6096750497817993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5764469504356384},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.5434548854827881},{"id":"https://openalex.org/C60008888","wikidata":"https://www.wikidata.org/wiki/Q6031013","display_name":"Information bottleneck method","level":3,"score":0.5147624015808105},{"id":"https://openalex.org/C65965080","wikidata":"https://www.wikidata.org/wiki/Q1806885","display_name":"Latent variable model","level":3,"score":0.4853857755661011},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47375020384788513},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43457871675491333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.338657021522522},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32488831877708435},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.09123718738555908},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-92659-5_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-92659-5_24","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:2111.13185","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.13185","pdf_url":"https://arxiv.org/pdf/2111.13185","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":null,"raw_type":"text"},{"id":"mag:3217451635","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2111.13185","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.2111.13185","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2111.13185","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-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2111.13185","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.13185","pdf_url":"https://arxiv.org/pdf/2111.13185","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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W48559506","https://openalex.org/W1531674615","https://openalex.org/W1583837637","https://openalex.org/W1959608418","https://openalex.org/W1981276685","https://openalex.org/W1987371344","https://openalex.org/W1999894343","https://openalex.org/W2080635178","https://openalex.org/W2108501770","https://openalex.org/W2135046866","https://openalex.org/W2170503197","https://openalex.org/W2529996553","https://openalex.org/W2620364083","https://openalex.org/W2620393362","https://openalex.org/W2683470288","https://openalex.org/W2753738274","https://openalex.org/W2769506033","https://openalex.org/W2798434327","https://openalex.org/W2886348436","https://openalex.org/W2892210823","https://openalex.org/W2892845759","https://openalex.org/W2903538854","https://openalex.org/W2947428684","https://openalex.org/W2962750142","https://openalex.org/W2962752582","https://openalex.org/W2962793481","https://openalex.org/W2962818303","https://openalex.org/W2962897886","https://openalex.org/W2963104724","https://openalex.org/W2963226019","https://openalex.org/W2963676163","https://openalex.org/W2964121744","https://openalex.org/W2964127395","https://openalex.org/W2964160479","https://openalex.org/W2964311597","https://openalex.org/W2979454998","https://openalex.org/W2982453315","https://openalex.org/W2994658979","https://openalex.org/W3002670059","https://openalex.org/W3013480165","https://openalex.org/W3037443291","https://openalex.org/W3091829489","https://openalex.org/W3093218977","https://openalex.org/W3098269892","https://openalex.org/W3098272089","https://openalex.org/W3105633582","https://openalex.org/W3114779013","https://openalex.org/W3117876796","https://openalex.org/W6600018615","https://openalex.org/W6600450872","https://openalex.org/W6602344735","https://openalex.org/W6633940476"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}