{"id":"https://openalex.org/W4389539286","doi":"https://doi.org/10.1145/3610548.3618219","title":"ReparamCAD: Zero-shot CAD Re-Parameterization for Interactive Manipulation","display_name":"ReparamCAD: Zero-shot CAD Re-Parameterization for Interactive Manipulation","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4389539286","doi":"https://doi.org/10.1145/3610548.3618219"},"language":"en","primary_location":{"id":"doi:10.1145/3610548.3618219","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610548.3618219","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610548.3618219","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3610548.3618219","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067612585","display_name":"Milin Kodnongbua","orcid":"https://orcid.org/0009-0006-3100-9149"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Milin Kodnongbua","raw_affiliation_strings":["University of Washington, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Washington, United States of America","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101439503","display_name":"Benjamin Jones","orcid":"https://orcid.org/0000-0001-8524-4730"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Jones","raw_affiliation_strings":["University of Washington, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Washington, United States of America","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041364880","display_name":"M Ahmad","orcid":"https://orcid.org/0000-0002-8113-7580"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maaz Bin Safeer Ahmad","raw_affiliation_strings":["Adobe, United States of America"],"affiliations":[{"raw_affiliation_string":"Adobe, United States of America","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041004771","display_name":"Vladimir G. Kim","orcid":"https://orcid.org/0000-0002-3996-6588"},"institutions":[{"id":"https://openalex.org/I1306409833","display_name":"Adobe Systems (United States)","ror":"https://ror.org/059tvcg64","country_code":"US","type":"company","lineage":["https://openalex.org/I1306409833"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Kim","raw_affiliation_strings":["Adobe, United States of America"],"affiliations":[{"raw_affiliation_string":"Adobe, United States of America","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043809595","display_name":"Adriana Schulz","orcid":"https://orcid.org/0000-0002-2464-0876"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adriana Schulz","raw_affiliation_strings":["University of Washington, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Washington, United States of America","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067612585"],"corresponding_institution_ids":["https://openalex.org/I201448701"],"apc_list":null,"apc_paid":null,"fwci":2.0921,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.8621561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9988999962806702,"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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9987999796867371,"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/cad","display_name":"CAD","score":0.8083452582359314},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7751879096031189},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.7003661394119263},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6361590623855591},{"id":"https://openalex.org/keywords/parametric-design","display_name":"Parametric design","score":0.6050034761428833},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5674980282783508},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5524812340736389},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5302321910858154},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.5167269110679626},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4905361533164978},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.48171383142471313},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4479514956474304},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.4452553391456604},{"id":"https://openalex.org/keywords/parametric-equation","display_name":"Parametric equation","score":0.42383480072021484},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.42235875129699707},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.37002062797546387},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36191999912261963},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14486968517303467},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1405356526374817}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8083452582359314},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7751879096031189},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.7003661394119263},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6361590623855591},{"id":"https://openalex.org/C2778370241","wikidata":"https://www.wikidata.org/wiki/Q18386598","display_name":"Parametric design","level":3,"score":0.6050034761428833},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5674980282783508},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5524812340736389},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5302321910858154},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.5167269110679626},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4905361533164978},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.48171383142471313},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4479514956474304},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.4452553391456604},{"id":"https://openalex.org/C99636146","wikidata":"https://www.wikidata.org/wiki/Q35889","display_name":"Parametric equation","level":2,"score":0.42383480072021484},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.42235875129699707},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.37002062797546387},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36191999912261963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14486968517303467},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1405356526374817},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3610548.3618219","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610548.3618219","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610548.3618219","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3610548.3618219","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3610548.3618219","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3610548.3618219","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2231840415","display_name":null,"funder_award_id":"2219864","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7860960868","display_name":null,"funder_award_id":"219864","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389539286.pdf","grobid_xml":"https://content.openalex.org/works/W4389539286.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1776181708","https://openalex.org/W1975684011","https://openalex.org/W2024236092","https://openalex.org/W2047947369","https://openalex.org/W2048411109","https://openalex.org/W2099854727","https://openalex.org/W2154956206","https://openalex.org/W2158778494","https://openalex.org/W2499905456","https://openalex.org/W2557269700","https://openalex.org/W2886686348","https://openalex.org/W2902691505","https://openalex.org/W2962778872","https://openalex.org/W2962849139","https://openalex.org/W2964310454","https://openalex.org/W2988261654","https://openalex.org/W3014415287","https://openalex.org/W3033423882","https://openalex.org/W3035024952","https://openalex.org/W3035689117","https://openalex.org/W3101274772","https://openalex.org/W3106672182","https://openalex.org/W3107320589","https://openalex.org/W3108720268","https://openalex.org/W3126201669","https://openalex.org/W3128750067","https://openalex.org/W3137158176","https://openalex.org/W3155736444","https://openalex.org/W3174272952","https://openalex.org/W3174357804","https://openalex.org/W3177593735","https://openalex.org/W3186806032","https://openalex.org/W3201927751","https://openalex.org/W3203468434","https://openalex.org/W4232757299","https://openalex.org/W4250812768","https://openalex.org/W4255497894","https://openalex.org/W4286616176","https://openalex.org/W4294959213","https://openalex.org/W4311248665","https://openalex.org/W4311804710","https://openalex.org/W4312602860","https://openalex.org/W4312638666","https://openalex.org/W4312708649","https://openalex.org/W4312906868","https://openalex.org/W4312910764","https://openalex.org/W4312933868","https://openalex.org/W4315605888","https://openalex.org/W4377832123","https://openalex.org/W4386057807","https://openalex.org/W4386076231","https://openalex.org/W6604877316"],"related_works":["https://openalex.org/W2357465569","https://openalex.org/W2379564476","https://openalex.org/W2384065376","https://openalex.org/W2371911932","https://openalex.org/W2387868983","https://openalex.org/W2394336434","https://openalex.org/W2350758382","https://openalex.org/W2044895346","https://openalex.org/W2362578230","https://openalex.org/W2371068019"],"abstract_inverted_index":{"Parametric":[0],"CAD":[1,22,107],"models":[2,23],"encode":[3],"entire":[4],"families":[5],"of":[6,95,116],"shapes":[7],"that":[8,83,109,138],"should,":[9],"in":[10,19,69],"principle,":[11],"be":[12,25],"easy":[13],"for":[14,97],"designers":[15],"to":[16,27,30,91,146],"explore.":[17],"However,":[18],"practice,":[20],"parametric":[21,106],"can":[24],"difficult":[26],"manipulate":[28],"due":[29],"implicit":[31],"semantic":[32,41],"constraints":[33,42,55],"among":[34],"parameter":[35],"values.":[36],"Finding":[37],"and":[38,67,88,131,144,152],"enforcing":[39],"these":[40,54,111],"solely":[43],"from":[44],"geometry":[45],"or":[46],"programmatic":[47],"shape":[48,99],"representations":[49],"is":[50],"not":[51],"possible":[52],"because":[53],"ultimately":[56],"reflect":[57],"design":[58,118,122],"intent.":[59],"They":[60],"are":[61,142,154],"informed":[62],"by":[63,149],"the":[64,70,117,139],"designer\u2019s":[65],"experience":[66],"semantics":[68],"real":[71],"world.":[72],"To":[73],"address":[74],"this":[75],"challenge,":[76],"we":[77],"introduce":[78],"ReparamCAD,":[79],"a":[80,98,103,132],"zero-shot":[81],"pipeline":[82],"leverages":[84],"pre-trained":[85],"large":[86],"language":[87],"image":[89],"model":[90],"infer":[92],"meaningful":[93,121,143],"space":[94,119],"variations":[96],"We":[100,124],"then":[101],"re-parameterize":[102],"new":[104],"constrained":[105],"program":[108],"captures":[110],"variations,":[112],"enabling":[113],"effortless":[114],"exploration":[115],"along":[120],"axes.":[123],"evaluated":[125],"our":[126],"approach":[127],"through":[128],"five":[129],"examples":[130],"user":[133],"study.":[134],"The":[135],"result":[136],"showed":[137],"inferred":[140],"spaces":[141],"comparable":[145],"those":[147],"defined":[148],"experts.":[150],"Code":[151],"data":[153],"at:":[155],"https://github.com/milmillin/ReparamCAD.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}