{"id":"https://openalex.org/W7166006888","doi":"https://doi.org/10.1145/3799902.3811044","title":"PatternGSL: A Structured Specification Language for Template-Free and Simulation-Ready 3D Garments","display_name":"PatternGSL: A Structured Specification Language for Template-Free and Simulation-Ready 3D Garments","publication_year":2026,"publication_date":"2026-07-16","ids":{"openalex":"https://openalex.org/W7166006888","doi":"https://doi.org/10.1145/3799902.3811044"},"language":null,"primary_location":{"id":"doi:10.1145/3799902.3811044","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3799902.3811044","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3799902.3811044","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139430563","display_name":"Zhenyang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhenyang Li","raw_affiliation_strings":["The University of Hong Kong, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-4688-8354","affiliations":[{"raw_affiliation_string":"The University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633","https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139458114","display_name":"Lutao Jiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lutao Jiang","raw_affiliation_strings":["The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1775-2765","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139458141","display_name":"Yizhou Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yizhou Zhao","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, USA"],"raw_orcid":"https://orcid.org/0000-0002-2975-0783","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139399325","display_name":"Ying-Cong Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ying-Cong Chen","raw_affiliation_strings":["The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9565-8205","affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139418617","display_name":"Xin Eric Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093114","display_name":"Shenzhen Weiguang Biological Products (China)","ror":"https://ror.org/00hdm6c37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["LIGHTSPEED, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6789-4569","affiliations":[{"raw_affiliation_string":"LIGHTSPEED, Shenzhen, China","institution_ids":["https://openalex.org/I4210093114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139429608","display_name":"Weikai Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090530","display_name":"Lipeck Ecology-Humanitarian Institute","ror":"https://ror.org/00gdqcd57","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210090530"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Weikai Chen","raw_affiliation_strings":["LIGHTSPEED, Los Angeles, USA"],"raw_orcid":"https://orcid.org/0000-0002-3212-1072","affiliations":[{"raw_affiliation_string":"LIGHTSPEED, Los Angeles, USA","institution_ids":["https://openalex.org/I4210090530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5127930991","display_name":"Y Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yifan Peng","raw_affiliation_strings":["The University of Hong Kong (HKU), Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-0667-2599","affiliations":[{"raw_affiliation_string":"The University of Hong Kong (HKU), Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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":0.9506999850273132,"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":0.9506999850273132,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.020500000566244125,"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":0.011699999682605267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.7166000008583069},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6517000198364258},{"id":"https://openalex.org/keywords/decodes","display_name":"Decodes","score":0.6015999913215637},{"id":"https://openalex.org/keywords/structured-prediction","display_name":"Structured prediction","score":0.5848000049591064},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5579000115394592},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.45419999957084656},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.40139999985694885},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.3928999900817871},{"id":"https://openalex.org/keywords/structured-light","display_name":"Structured light","score":0.375}],"concepts":[{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.7166000008583069},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6773999929428101},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6517000198364258},{"id":"https://openalex.org/C2778858076","wikidata":"https://www.wikidata.org/wiki/Q5249539","display_name":"Decodes","level":3,"score":0.6015999913215637},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.5848000049591064},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5579000115394592},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4771000146865845},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.474700003862381},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.45419999957084656},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.45080000162124634},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42160001397132874},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.40139999985694885},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3928999900817871},{"id":"https://openalex.org/C193581530","wikidata":"https://www.wikidata.org/wiki/Q683778","display_name":"Structured light","level":2,"score":0.375},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.36959999799728394},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.36419999599456787},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3393000066280365},{"id":"https://openalex.org/C117258860","wikidata":"https://www.wikidata.org/wiki/Q895153","display_name":"Boundary representation","level":3,"score":0.33090001344680786},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C160145156","wikidata":"https://www.wikidata.org/wiki/Q778586","display_name":"Executable","level":2,"score":0.3052999973297119},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.30079999566078186},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C2777685762","wikidata":"https://www.wikidata.org/wiki/Q780654","display_name":"Skinning","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C2780395129","wikidata":"https://www.wikidata.org/wiki/Q1128971","display_name":"Rapid prototyping","level":2,"score":0.2754000127315521},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2741999924182892},{"id":"https://openalex.org/C2779038628","wikidata":"https://www.wikidata.org/wiki/Q7248497","display_name":"Programming by demonstration","level":3,"score":0.27399998903274536},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.26190000772476196},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3799902.3811044","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3799902.3811044","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2606.24564","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2606.24564","pdf_url":"https://arxiv.org/pdf/2606.24564","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3799902.3811044","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3799902.3811044","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.6175549030303955,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Reconstructing":[0],"realistic,":[1],"physically":[2],"plausible":[3],"garments":[4,126],"from":[5,118],"a":[6,10,37,51,59,80,101,110,119],"single":[7,120],"image":[8,121],"remains":[9],"fundamental":[11,38],"challenge.":[12],"Template-free":[13],"methods":[14],"capture":[15],"surface":[16],"geometry":[17],"but":[18,30],"lack":[19],"explicit":[20,76,173],"sewing":[21,68,98,154],"structure":[22,99],"for":[23,104,161],"simulation;":[24],"while":[25,93],"programmatic":[26],"systems":[27],"are":[28],"simulation-ready":[29],"constrained":[31],"by":[32],"predefined":[33],"templates.":[34],"This":[35],"reveals":[36],"representation":[39,54],"gap":[40],"between":[41],"geometric":[42],"reconstruction":[43],"and":[44,61,75,82,122,179,189],"structured":[45,52,162],"garment":[46,53,163],"construction.":[47],"We":[48,107],"present":[49],"PatternGSL,":[50],"in":[55,79],"the":[56,87,143,183],"form":[57],"of":[58,90],"template-free":[60],"learnable":[62],"specification":[63],"language":[64],"that":[65,113],"encodes":[66],"complete":[67,153],"patterns,":[69],"including":[70],"panel":[71],"boundaries,":[72],"parameterized":[73],"seams,":[74],"stitch":[77],"topology,":[78],"compact":[81],"standardized":[83],"form.":[84],"PatternGSL":[85,115],"preserves":[86],"physical":[88],"rigor":[89],"pattern-based":[91],"models":[92],"removing":[94],"template":[95],"dependence,":[96],"elevating":[97],"as":[100],"first-class":[102],"target":[103],"generative":[105],"modeling.":[106],"further":[108],"propose":[109],"vision-language":[111],"framework":[112],"predicts":[114],"specifications":[116],"directly":[117],"decodes":[123],"them":[124],"into":[125],"using":[127],"lightweight":[128],"deterministic":[129,185],"validity":[130],"handling,":[131],"without":[132],"optimization-based":[133],"refinement":[134],"or":[135],"manual":[136],"cleanup.":[137],"In":[138],"addition,":[139],"we":[140],"introduce":[141],"PatternGSLData,":[142],"first":[144],"large-scale":[145],"image-to-GSL":[146],"paired":[147],"dataset":[148],"comprising":[149],"300K":[150],"samples":[151],"with":[152],"pattern":[155,168],"annotations,":[156],"enabling":[157],"supervised":[158],"VLM":[159],"training":[160],"reconstruction.":[164],"Experiments":[165],"demonstrate":[166],"improved":[167],"accuracy":[169],"over":[170],"prior":[171],"baselines,":[172],"sewing-structure":[174],"recovery,":[175],"reliable":[176],"cloth":[177],"simulation,":[178],"pattern-level":[180],"editing":[181],"through":[182],"same":[184],"decoding":[186],"pipeline.":[187],"Code":[188],"data-processing":[190],"scripts":[191],"will":[192],"be":[193],"released":[194],"at":[195],"https://github.com/PatternGSL/PatternGSL.":[196]},"counts_by_year":[],"updated_date":"2026-07-17T05:58:32.477365","created_date":"2026-06-27T00:00:00"}
