{"id":"https://openalex.org/W3186300858","doi":"https://doi.org/10.23919/date51398.2021.9474046","title":"Adaptive Generative Modeling in Resource-Constrained Environments","display_name":"Adaptive Generative Modeling in Resource-Constrained Environments","publication_year":2021,"publication_date":"2021-02-01","ids":{"openalex":"https://openalex.org/W3186300858","doi":"https://doi.org/10.23919/date51398.2021.9474046","mag":"3186300858"},"language":"en","primary_location":{"id":"doi:10.23919/date51398.2021.9474046","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date51398.2021.9474046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100452988","display_name":"Jung-Eun Kim","orcid":"https://orcid.org/0000-0001-9780-2947"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jung-Eun Kim","raw_affiliation_strings":["Computer Science Yale University, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Yale University, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090265330","display_name":"Richard Bradford","orcid":"https://orcid.org/0000-0002-0869-9894"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Richard Bradford","raw_affiliation_strings":["Commercial Avionics Engineering Collins Aerospace, Cedar Rapids, IA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Commercial Avionics Engineering Collins Aerospace, Cedar Rapids, IA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051690746","display_name":"Max Del Giudice","orcid":null},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Max Del Giudice","raw_affiliation_strings":["Computer Science Yale University, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Yale University, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070627140","display_name":"Zhong Shao","orcid":"https://orcid.org/0000-0001-8184-7649"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhong Shao","raw_affiliation_strings":["Computer Science Yale University, New Haven, CT, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Yale University, New Haven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8096,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66174416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9929999709129333,"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"}},"topics":[{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9929999709129333,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9901999831199646,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8108638525009155},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.7000190019607544},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6667237877845764},{"id":"https://openalex.org/keywords/generative-design","display_name":"Generative Design","score":0.6619243621826172},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5685042142868042},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5159257650375366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48858770728111267},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.48824575543403625},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4771822690963745},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4605492949485779},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4596405327320099},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.447563111782074},{"id":"https://openalex.org/keywords/stochastic-game","display_name":"Stochastic game","score":0.4164767861366272},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09444183111190796},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09123802185058594},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09064853191375732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8108638525009155},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.7000190019607544},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6667237877845764},{"id":"https://openalex.org/C184408114","wikidata":"https://www.wikidata.org/wiki/Q1502022","display_name":"Generative Design","level":3,"score":0.6619243621826172},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5685042142868042},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5159257650375366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48858770728111267},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.48824575543403625},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4771822690963745},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4605492949485779},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4596405327320099},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.447563111782074},{"id":"https://openalex.org/C22171661","wikidata":"https://www.wikidata.org/wiki/Q1074380","display_name":"Stochastic game","level":2,"score":0.4164767861366272},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09444183111190796},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09123802185058594},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09064853191375732},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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":1,"locations":[{"id":"doi:10.23919/date51398.2021.9474046","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date51398.2021.9474046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G6299202374","display_name":null,"funder_award_id":"1945541,1763399,1521523","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1514535095","https://openalex.org/W1522301498","https://openalex.org/W1934184906","https://openalex.org/W2099471712","https://openalex.org/W2133564696","https://openalex.org/W2138011018","https://openalex.org/W2141399712","https://openalex.org/W2211843587","https://openalex.org/W2214802144","https://openalex.org/W2265846598","https://openalex.org/W2325237720","https://openalex.org/W2470673105","https://openalex.org/W2553397501","https://openalex.org/W2588285023","https://openalex.org/W2739542029","https://openalex.org/W2750814024","https://openalex.org/W2804078698","https://openalex.org/W2952317021","https://openalex.org/W2952436057","https://openalex.org/W2963241221","https://openalex.org/W2963470893","https://openalex.org/W2963684088","https://openalex.org/W2964062240","https://openalex.org/W2964121744","https://openalex.org/W2964308564","https://openalex.org/W3036344808","https://openalex.org/W4320013936","https://openalex.org/W6628877408","https://openalex.org/W6630875275","https://openalex.org/W6631190155","https://openalex.org/W6679434410","https://openalex.org/W6680834391","https://openalex.org/W6685352114","https://openalex.org/W6727340567","https://openalex.org/W6741753902","https://openalex.org/W6743485176","https://openalex.org/W6764398373","https://openalex.org/W6764611580","https://openalex.org/W6779554143","https://openalex.org/W6779669310"],"related_works":["https://openalex.org/W775311126","https://openalex.org/W1517876498","https://openalex.org/W4300030714","https://openalex.org/W2489288131","https://openalex.org/W4365211920","https://openalex.org/W3185513875","https://openalex.org/W4317695495","https://openalex.org/W4380551139","https://openalex.org/W4388137171","https://openalex.org/W1967909251"],"abstract_inverted_index":{"Modern":[0],"generative":[1,20,66],"techniques,":[2],"deriving":[3],"realistic":[4],"data":[5],"from":[6,22],"incomplete":[7],"or":[8],"noisy":[9],"inputs,":[10],"require":[11],"massive":[12],"computation":[13],"for":[14,41,53,65],"rigorous":[15],"results.":[16],"These":[17],"limitations":[18],"hinder":[19],"techniques":[21],"being":[23],"incorporated":[24],"in":[25,27],"systems":[26],"resource-constrained":[28],"environment,":[29],"thus":[30],"motivating":[31],"methods":[32],"that":[33],"grant":[34],"users":[35],"control":[36],"over":[37],"the":[38,73,87],"time-quality":[39],"trade-offs":[40],"a":[42,50],"reasonable":[43],"\u201cpayoff\u201d":[44],"of":[45],"execution":[46],"cost.":[47],"Hence,":[48],"as":[49],"new":[51],"paradigm":[52],"adaptively":[54],"organizing":[55],"and":[56],"employing":[57],"recurrent":[58,82,92],"networks,":[59],"we":[60,85,95],"propose":[61],"an":[62],"architectural":[63],"design":[64,86],"modeling":[67],"achieving":[68],"flexible":[69],"quality.":[70],"We":[71],"boost":[72],"overall":[74],"efficiency":[75],"by":[76],"introducing":[77],"non-recurrent":[78],"layers":[79],"into":[80],"stacked":[81],"architectures.":[83],"Accordingly,":[84],"architecture":[88],"with":[89],"no":[90],"redundant":[91],"cells":[93],"so":[94],"avoid":[96],"unnecessary":[97],"overhead.":[98]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
