{"id":"https://openalex.org/W2991435788","doi":"https://doi.org/10.1007/s00521-021-06309-8","title":"DEGAS: differentiable efficient generator search","display_name":"DEGAS: differentiable efficient generator search","publication_year":2021,"publication_date":"2021-07-20","ids":{"openalex":"https://openalex.org/W2991435788","doi":"https://doi.org/10.1007/s00521-021-06309-8","mag":"2991435788"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06309-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06309-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1912.00606","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016502423","display_name":"Sivan Doveh","orcid":"https://orcid.org/0000-0003-2431-0620"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Sivan Doveh","raw_affiliation_strings":["Department of Electrical Engineering, Tel Aviv University, 69978, Tel Aviv, Israel","Tel Aviv University *"],"raw_orcid":"https://orcid.org/0000-0003-2431-0620","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tel Aviv University, 69978, Tel Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"Tel Aviv University *","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072571599","display_name":"Raja Giryes","orcid":"https://orcid.org/0000-0002-2830-0297"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Raja Giryes","raw_affiliation_strings":["Department of Electrical Engineering, Tel Aviv University, 69978, Tel Aviv, Israel","Department of Electrical Engineering; Tel Aviv University; Tel Aviv Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Tel Aviv University, 69978, Tel Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"Department of Electrical Engineering; Tel Aviv University; Tel Aviv Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016502423"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.2607,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6208877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"33","issue":"24","first_page":"17173","last_page":"17184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9990000128746033,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9990000128746033,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9912999868392944,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9851999878883362,"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/generator","display_name":"Generator (circuit theory)","score":0.7698082327842712},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7127996683120728},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.7030989527702332},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5238319039344788},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4738267660140991},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4689008295536041},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.45550301671028137},{"id":"https://openalex.org/keywords/search-algorithm","display_name":"Search algorithm","score":0.44934993982315063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3321640193462372},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32348114252090454},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.287539005279541},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16272211074829102},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.06725186109542847}],"concepts":[{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.7698082327842712},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7127996683120728},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.7030989527702332},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5238319039344788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4738267660140991},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4689008295536041},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.45550301671028137},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.44934993982315063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3321640193462372},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32348114252090454},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.287539005279541},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16272211074829102},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.06725186109542847},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s00521-021-06309-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06309-8","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1912.00606","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.00606","pdf_url":"https://arxiv.org/pdf/1912.00606","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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:2991435788","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1912.00606.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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.1912.00606","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1912.00606","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1912.00606","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.00606","pdf_url":"https://arxiv.org/pdf/1912.00606","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991435788.pdf","grobid_xml":"https://content.openalex.org/works/W2991435788.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W174941419","https://openalex.org/W569478347","https://openalex.org/W2099471712","https://openalex.org/W2173520492","https://openalex.org/W2194775991","https://openalex.org/W2548275288","https://openalex.org/W2594529350","https://openalex.org/W2595840341","https://openalex.org/W2605135824","https://openalex.org/W2624086852","https://openalex.org/W2790871512","https://openalex.org/W2804047946","https://openalex.org/W2807330048","https://openalex.org/W2808566494","https://openalex.org/W2810075754","https://openalex.org/W2884805522","https://openalex.org/W2907719205","https://openalex.org/W2927980542","https://openalex.org/W2930296751","https://openalex.org/W2942263598","https://openalex.org/W2949736877","https://openalex.org/W2951589468","https://openalex.org/W2955096590","https://openalex.org/W2962746461","https://openalex.org/W2962760235","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963092440","https://openalex.org/W2963136578","https://openalex.org/W2963373786","https://openalex.org/W2963374479","https://openalex.org/W2963376432","https://openalex.org/W2963775850","https://openalex.org/W2963836885","https://openalex.org/W2963981733","https://openalex.org/W2964259004","https://openalex.org/W2964259506","https://openalex.org/W2965658867","https://openalex.org/W2970833205","https://openalex.org/W2981748264","https://openalex.org/W2982440944","https://openalex.org/W2989221291","https://openalex.org/W2991040477","https://openalex.org/W2997722934","https://openalex.org/W2998280611","https://openalex.org/W3010316883","https://openalex.org/W3034959114","https://openalex.org/W3097607752","https://openalex.org/W3100174574","https://openalex.org/W6600225990","https://openalex.org/W6600238479","https://openalex.org/W6600821145","https://openalex.org/W6818723395"],"related_works":["https://openalex.org/W3047755197","https://openalex.org/W2990978314","https://openalex.org/W2947356511","https://openalex.org/W2159879965","https://openalex.org/W2084855067","https://openalex.org/W1799542866","https://openalex.org/W3123480182","https://openalex.org/W3133672348","https://openalex.org/W2168514680","https://openalex.org/W2475406845","https://openalex.org/W3133218186","https://openalex.org/W2963028798","https://openalex.org/W2349804560","https://openalex.org/W2183591772","https://openalex.org/W3099591279","https://openalex.org/W1488651067","https://openalex.org/W2910311530","https://openalex.org/W2953880153","https://openalex.org/W2967312566","https://openalex.org/W1510074895"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}