{"id":"https://openalex.org/W2796103877","doi":"https://doi.org/10.1007/978-3-030-11015-4_5","title":"DesIGN: Design Inspiration from Generative Networks","display_name":"DesIGN: Design Inspiration from Generative Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2796103877","doi":"https://doi.org/10.1007/978-3-030-11015-4_5","mag":"2796103877"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11015-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11015-4_5","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/1804.00921","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009661460","display_name":"Othman Sbai","orcid":null},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]},{"id":"https://openalex.org/I142631665","display_name":"\u00c9cole nationale des ponts et chauss\u00e9es","ror":"https://ror.org/02nwvxz07","country_code":"FR","type":"education","lineage":["https://openalex.org/I142631665","https://openalex.org/I4210145102"]}],"countries":["FR","IL"],"is_corresponding":true,"raw_author_name":"Othman Sbai","raw_affiliation_strings":["Facebook AI Research, Paris, France","Universit\u00e9 Paris Est, Ecole des ponts, Imagine, Marne-la-Vall\u00e9e, France","Universit\u00e9 Paris Est, Ecole des ponts, Imagine","Facebook AI Research"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]},{"raw_affiliation_string":"Universit\u00e9 Paris Est, Ecole des ponts, Imagine, Marne-la-Vall\u00e9e, France","institution_ids":["https://openalex.org/I142631665"]},{"raw_affiliation_string":"Universit\u00e9 Paris Est, Ecole des ponts, Imagine","institution_ids":["https://openalex.org/I142631665"]},{"raw_affiliation_string":"Facebook AI Research","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085089542","display_name":"Mohamed Elhoseiny","orcid":"https://orcid.org/0000-0001-9659-1551"},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Mohamed Elhoseiny","raw_affiliation_strings":["Facebook AI Research, Paris, France","Facebook AI Research#TAB#"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]},{"raw_affiliation_string":"Facebook AI Research#TAB#","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052390500","display_name":"Antoine Bordes","orcid":null},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Antoine Bordes","raw_affiliation_strings":["Facebook AI Research, Paris, France","Facebook AI Research#TAB#"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]},{"raw_affiliation_string":"Facebook AI Research#TAB#","institution_ids":["https://openalex.org/I2252078561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001226970","display_name":"Yann LeCun","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL","US"],"is_corresponding":false,"raw_author_name":"Yann LeCun","raw_affiliation_strings":["Facebook AI Research, Paris, France","New York University, New York City, USA","Facebook AI Research","New York University"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]},{"raw_affiliation_string":"New York University, New York City, USA","institution_ids":["https://openalex.org/I57206974"]},{"raw_affiliation_string":"Facebook AI Research","institution_ids":["https://openalex.org/I2252078561"]},{"raw_affiliation_string":"New York University","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004095177","display_name":"Camille Couprie","orcid":null},"institutions":[{"id":"https://openalex.org/I2252078561","display_name":"Meta (Israel)","ror":"https://ror.org/02388em19","country_code":"IL","type":"company","lineage":["https://openalex.org/I2252078561","https://openalex.org/I4210114444"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Camille Couprie","raw_affiliation_strings":["Facebook AI Research, Paris, France","Facebook AI Research#TAB#"],"affiliations":[{"raw_affiliation_string":"Facebook AI Research, Paris, France","institution_ids":[]},{"raw_affiliation_string":"Facebook AI Research#TAB#","institution_ids":["https://openalex.org/I2252078561"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009661460"],"corresponding_institution_ids":["https://openalex.org/I142631665","https://openalex.org/I2252078561"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.8194,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92392489,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"44"},"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":0.9986000061035156,"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":0.9986000061035156,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7716701626777649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7339450716972351},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6561790704727173},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6439122557640076},{"id":"https://openalex.org/keywords/creativity","display_name":"Creativity","score":0.6271716952323914},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.48337262868881226},{"id":"https://openalex.org/keywords/realization","display_name":"Realization (probability)","score":0.47770455479621887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4771506190299988},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.4686925411224365},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.45628273487091064},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.433056116104126},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42697852849960327},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4191739857196808},{"id":"https://openalex.org/keywords/fashion-design","display_name":"Fashion design","score":0.4191235899925232},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3723783493041992},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3582373261451721},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17717710137367249},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1729964017868042},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10298582911491394},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08881375193595886}],"concepts":[{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7716701626777649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7339450716972351},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6561790704727173},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6439122557640076},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.6271716952323914},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.48337262868881226},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.47770455479621887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4771506190299988},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.4686925411224365},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.45628273487091064},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.433056116104126},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42697852849960327},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4191739857196808},{"id":"https://openalex.org/C91672089","wikidata":"https://www.wikidata.org/wiki/Q29583","display_name":"Fashion design","level":3,"score":0.4191235899925232},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3723783493041992},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3582373261451721},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17717710137367249},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1729964017868042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10298582911491394},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08881375193595886},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"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/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-11015-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11015-4_5","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:1804.00921","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.00921","pdf_url":"https://arxiv.org/pdf/1804.00921","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:2796103877","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1804.00921.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.1804.00921","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1804.00921","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:1804.00921","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.00921","pdf_url":"https://arxiv.org/pdf/1804.00921","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1528802670","https://openalex.org/W2000139664","https://openalex.org/W2099471712","https://openalex.org/W2125637308","https://openalex.org/W2149197198","https://openalex.org/W2194775991","https://openalex.org/W2257979135","https://openalex.org/W2274287116","https://openalex.org/W2298992465","https://openalex.org/W2331128040","https://openalex.org/W2432004435","https://openalex.org/W2475287302","https://openalex.org/W2545656684","https://openalex.org/W2548275288","https://openalex.org/W2560316200","https://openalex.org/W2564591810","https://openalex.org/W2599765304","https://openalex.org/W2606712314","https://openalex.org/W2740832169","https://openalex.org/W2745123253","https://openalex.org/W2751842161","https://openalex.org/W2752134738","https://openalex.org/W2898422183","https://openalex.org/W2949650786","https://openalex.org/W2951523806","https://openalex.org/W2952434594","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963150697","https://openalex.org/W2963201933","https://openalex.org/W2963630103","https://openalex.org/W2963684088","https://openalex.org/W2964118342","https://openalex.org/W2964318046","https://openalex.org/W3098868075","https://openalex.org/W3136658954","https://openalex.org/W6601313673","https://openalex.org/W6729110096"],"related_works":["https://openalex.org/W2963181909","https://openalex.org/W2099471712","https://openalex.org/W2963073614","https://openalex.org/W2475287302","https://openalex.org/W2331128040","https://openalex.org/W2125389028","https://openalex.org/W2963373786","https://openalex.org/W2963174698","https://openalex.org/W2962793481","https://openalex.org/W2173520492","https://openalex.org/W2951406201","https://openalex.org/W3156736966","https://openalex.org/W3034816637","https://openalex.org/W2473761223","https://openalex.org/W1990284337","https://openalex.org/W3093851578","https://openalex.org/W2080775597","https://openalex.org/W2534135591","https://openalex.org/W3153187842","https://openalex.org/W2999255011"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}