{"id":"https://openalex.org/W3001708483","doi":"https://doi.org/10.1007/978-3-030-46150-8_17","title":"From Abstract Items to Latent Spaces to Observed Data and Back: Compositional Variational Auto-Encoder","display_name":"From Abstract Items to Latent Spaces to Observed Data and Back: Compositional Variational Auto-Encoder","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3001708483","doi":"https://doi.org/10.1007/978-3-030-46150-8_17","mag":"3001708483"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-46150-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-46150-8_17","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":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2001.07910","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011321345","display_name":"Victor Berger","orcid":"https://orcid.org/0000-0002-5972-2505"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Victor Berger","raw_affiliation_strings":["TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, 91405, Orsay, France","TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, Orsay, France"],"raw_orcid":"https://orcid.org/0000-0002-5972-2505","affiliations":[{"raw_affiliation_string":"TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, 91405, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, Orsay, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210144804","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002747181","display_name":"Mich\u00e8le S\u00e9bag","orcid":"https://orcid.org/0000-0002-8291-7706"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210144804","display_name":"Laboratoire de Recherche en Informatique","ror":"https://ror.org/04e3ktk27","country_code":"FR","type":"facility","lineage":["https://openalex.org/I102197404","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mich\u00e8le Sebag","raw_affiliation_strings":["TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, 91405, Orsay, France","TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, 91405, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I1326498283","https://openalex.org/I4210144804","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"TAU, CNRS, INRIA, LRI, Univ. Paris-Saclay, Orsay, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210144804","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011321345"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210144804"],"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":0.01652893,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"274","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.3815999925136566,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.3815999925136566,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.05739999935030937,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.044199999421834946,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.7632196545600891},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7248191237449646},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.672986626625061},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.6589609980583191},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.6455551385879517},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5969724655151367},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49634748697280884},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4255210757255554},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3965388834476471},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37842679023742676},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3256005644798279}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7632196545600891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7248191237449646},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.672986626625061},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.6589609980583191},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.6455551385879517},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5969724655151367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49634748697280884},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4255210757255554},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3965388834476471},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37842679023742676},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3256005644798279},{"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},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-46150-8_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-46150-8_17","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:2001.07910","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2001.07910","pdf_url":"https://arxiv.org/pdf/2001.07910","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":"pmh:oai:HAL:hal-02431955v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02431955","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"https://ecmlpkdd2019.org/","raw_type":"Conference papers"},{"id":"pmh:oai:HAL:hal-03096393v1","is_oa":false,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-03096393","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning and Knowledge Discovery in Databases - European Conference,    {ECML} {PKDD} 2019","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2001.07910","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2001.07910","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:2001.07910","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2001.07910","pdf_url":"https://arxiv.org/pdf/2001.07910","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W146900863","https://openalex.org/W592244745","https://openalex.org/W1516111018","https://openalex.org/W1691728462","https://openalex.org/W1959608418","https://openalex.org/W2108501770","https://openalex.org/W2116341502","https://openalex.org/W2125389028","https://openalex.org/W2162670686","https://openalex.org/W2163922914","https://openalex.org/W2212660284","https://openalex.org/W2411541852","https://openalex.org/W2572816092","https://openalex.org/W2593634001","https://openalex.org/W2606780347","https://openalex.org/W2737047298","https://openalex.org/W2753738274","https://openalex.org/W2806988276","https://openalex.org/W2902227449","https://openalex.org/W2949416428","https://openalex.org/W2962750142","https://openalex.org/W2962897886","https://openalex.org/W2962952721","https://openalex.org/W2963043971","https://openalex.org/W2963135265","https://openalex.org/W2963226019","https://openalex.org/W2963344681","https://openalex.org/W2963366547","https://openalex.org/W2963618559","https://openalex.org/W2963636093","https://openalex.org/W2963684088","https://openalex.org/W2963926704","https://openalex.org/W2964121744","https://openalex.org/W2979454998","https://openalex.org/W2988916019","https://openalex.org/W3100270690","https://openalex.org/W6601258443","https://openalex.org/W6608993855","https://openalex.org/W6714590955"],"related_works":["https://openalex.org/W2346940688","https://openalex.org/W127856462","https://openalex.org/W28558063","https://openalex.org/W1566029072","https://openalex.org/W2229890434","https://openalex.org/W1562478684","https://openalex.org/W2884446594","https://openalex.org/W2129385473","https://openalex.org/W99528348","https://openalex.org/W2285675326","https://openalex.org/W1989867057","https://openalex.org/W174693909","https://openalex.org/W2144762193","https://openalex.org/W3017060356","https://openalex.org/W164245586","https://openalex.org/W1628954291","https://openalex.org/W2136027283","https://openalex.org/W2117043794","https://openalex.org/W2285272292","https://openalex.org/W2033389988"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-01-30T00:00:00"}
