{"id":"https://openalex.org/W2963102152","doi":null,"title":"Learning to Infer Graphics Programs from Hand-Drawn Images","display_name":"Learning to Infer Graphics Programs from Hand-Drawn Images","publication_year":2018,"publication_date":"2018-02-15","ids":{"openalex":"https://openalex.org/W2963102152","mag":"2963102152"},"language":"en","primary_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/137831","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/1721.1/137831","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems (NIPS)","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5009201646","display_name":"Kevin Ellis","orcid":"https://orcid.org/0000-0001-6586-0632","observed_orcids":["https://orcid.org/0000-0001-6586-0632"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Ellis","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, United States"],"raw_orcid":"https://orcid.org/0000-0001-6586-0632","affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005034184","display_name":"Daniel Ritchie","orcid":"https://orcid.org/0000-0002-8253-0069","observed_orcids":["https://orcid.org/0000-0002-8253-0069"]},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Ritchie","raw_affiliation_strings":["Brown University, Providence, United States"],"raw_orcid":"https://orcid.org/0000-0002-8253-0069","affiliations":[{"raw_affiliation_string":"Brown University, Providence, United States","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010786661","display_name":"Armando Solar-Lezama","orcid":"https://orcid.org/0000-0001-7604-8252","observed_orcids":["https://orcid.org/0000-0001-7604-8252"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Armando Solar-Lezama","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, United States"],"raw_orcid":"https://orcid.org/0000-0001-7604-8252","affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071093940","display_name":"Joshua B. Tenenbaum","orcid":"https://orcid.org/0000-0002-1925-2035","observed_orcids":["https://orcid.org/0000-0002-1925-2035","https://orcid.org/0000-0002-0138-163X"]},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua B. Tenenbaum","raw_affiliation_strings":["Massachusetts Institute of Technology, Cambridge, United States"],"raw_orcid":"https://orcid.org/0000-0002-1925-2035","affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, United States","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.1048,"has_fulltext":false,"cited_by_count":120,"citation_normalized_percentile":{"value":0.97473332,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"31","issue":null,"first_page":"6059","last_page":"6068"},"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":0.7045999765396118,"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":0.7045999765396118,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.06040000170469284,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.032099999487400055,"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/hand-drawn-images","display_name":"hand-drawn images","score":0.925000011920929},{"id":"https://openalex.org/keywords/latex","display_name":"LaTeX","score":0.5379999876022339},{"id":"https://openalex.org/keywords/program-synthesis","display_name":"program synthesis","score":0.5929999947547913},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8159999847412109},{"id":"https://openalex.org/keywords/conditionals","display_name":"conditionals","score":0.6740000247955322},{"id":"https://openalex.org/keywords/variable-binding","display_name":"variable binding","score":0.7229999899864197},{"id":"https://openalex.org/keywords/error-correction","display_name":"error correction","score":0.5799999833106995},{"id":"https://openalex.org/keywords/extrapolation","display_name":"extrapolation","score":0.8140000104904175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8311437368392944},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.7851980924606323},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.6438770294189453},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.6360350251197815},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5414995551109314},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.479346364736557},{"id":"https://openalex.org/C199016294","wikidata":"https://www.wikidata.org/wiki/Q868410","display_name":"Graphics software","level":3,"score":0.4674070179462433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4547908902168274},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.43097367882728577},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3710400462150574},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:dspace.mit.edu:1721.1/137831","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/1721.1/137831","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems (NIPS)","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"pmh:oai:dspace.mit.edu:1721.1/137831.2","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/1721.1/137831.2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems (NIPS)","raw_type":"http://purl.org/eprint/type/ConferencePaper"},{"id":"mag:2963102152","doi":null,"is_oa":false,"landing_page_url":"https://openreview.net/pdf?id=H1DJFybC-","pdf_url":null,"source":{"id":"https://openalex.org/S4363606243","display_name":"neural information processing systems","issn_l":"1049-5258","issn":["1049-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-2"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Neural Information Processing Systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3098343244","https://openalex.org/W4404926982","https://openalex.org/W7135691703","https://openalex.org/W6891903996","https://openalex.org/W2805663959","https://openalex.org/W3003783707","https://openalex.org/W1608201119","https://openalex.org/W4385322365","https://openalex.org/W2623259071","https://openalex.org/W2913613828"],"abstract_inverted_index":{"\u00a9":[0],"2018":[1],"Curran":[2],"Associates":[3],"Inc.All":[4],"rights":[5],"reserved.":[6],"We":[7,39,69],"introduce":[8],"a":[9,23,41,58,71,80,101],"model":[10,30,72],"that":[11,45,50,73,84],"learns":[12],"to":[13,67,78],"convert":[14],"simple":[15,96],"hand":[16],"drawings":[17],"into":[18],"graphics":[19,64,81,102],"programs":[20,87],"written":[21],"in":[22,104],"subset":[24],"of":[25,61,98],"LAT":[26],"E":[27],"X.":[28],"The":[29],"combines":[31],"techniques":[32,77],"from":[33,83],"deep":[34,113],"learning":[35],"and":[36,115],"program":[37,65,75,82,103],"synthesis.":[38],"learn":[40,70],"convolutional":[42],"neural":[43],"network":[44,114],"proposes":[46],"plausible":[47],"drawing":[48,55],"primitives":[49,56],"explain":[51],"an":[52],"image.":[53],"These":[54,86],"are":[57],"specification":[59],"(spec)":[60],"what":[62],"the":[63,112],"needs":[66],"draw.":[68],"uses":[74],"synthesis":[76],"recover":[79],"spec.":[85],"have":[88],"constructs":[89],"like":[90],"variable":[91],"bindings,":[92],"iterative":[93],"loops,":[94],"or":[95],"kinds":[97],"conditionals.":[99],"With":[100],"hand,":[105],"we":[106],"can":[107],"correct":[108],"errors":[109],"made":[110],"by":[111],"extrapolate":[116],"drawings.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":40},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":6}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-07-30T00:00:00"}
