{"id":"https://openalex.org/W4389539448","doi":"https://doi.org/10.1145/3610548.3618144","title":"CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape Exploration","display_name":"CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape Exploration","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4389539448","doi":"https://doi.org/10.1145/3610548.3618144"},"language":"en","primary_location":{"id":"doi:10.1145/3610548.3618144","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610548.3618144","pdf_url":null,"source":null,"license":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023048901","display_name":"Jingyu Hu","orcid":"https://orcid.org/0000-0003-4235-8679"},"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"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Jingyu Hu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028964136","display_name":"Ka-Hei Hui","orcid":"https://orcid.org/0000-0002-9786-2648"},"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"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ka-Hei Hui","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065674830","display_name":"Zhengzhe Liu","orcid":"https://orcid.org/0000-0002-8434-3224"},"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"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhengzhe Liu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100397026","display_name":"Hao Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Simon Fraser University, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054382056","display_name":"Chi\u2010Wing Fu","orcid":"https://orcid.org/0000-0002-5238-593X"},"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"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi-Wing Fu","raw_affiliation_strings":["The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023048901"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":0.6276,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64058374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"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":0.9994999766349792,"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":0.9994999766349792,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9972000122070312,"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/sketch","display_name":"Sketch","score":0.8440736532211304},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7803134918212891},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7672207355499268},{"id":"https://openalex.org/keywords/active-shape-model","display_name":"Active shape model","score":0.6431066989898682},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.5518279671669006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5394490361213684},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49757078289985657},{"id":"https://openalex.org/keywords/shape-analysis","display_name":"Shape analysis (program analysis)","score":0.46884357929229736},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4475480020046234},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3225334882736206},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1547103226184845},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08192265033721924}],"concepts":[{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.8440736532211304},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7803134918212891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672207355499268},{"id":"https://openalex.org/C129641003","wikidata":"https://www.wikidata.org/wiki/Q267189","display_name":"Active shape model","level":3,"score":0.6431066989898682},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5518279671669006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5394490361213684},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49757078289985657},{"id":"https://openalex.org/C112604564","wikidata":"https://www.wikidata.org/wiki/Q7489226","display_name":"Shape analysis (program analysis)","level":3,"score":0.46884357929229736},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4475480020046234},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3225334882736206},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1547103226184845},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08192265033721924},{"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/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","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/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3610548.3618144","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3610548.3618144","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIGGRAPH Asia 2023 Conference Papers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G2998137668","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G3464993501","display_name":null,"funder_award_id":"611370","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G3718769366","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320322942","funder_display_name":"Chinese University of Hong Kong"},{"id":"https://openalex.org/G400116904","display_name":null,"funder_award_id":"unknow","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5157693904","display_name":null,"funder_award_id":"611370","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W10311529","https://openalex.org/W569478347","https://openalex.org/W1698529903","https://openalex.org/W1913254489","https://openalex.org/W2007660220","https://openalex.org/W2020451939","https://openalex.org/W2068676460","https://openalex.org/W2194775991","https://openalex.org/W2492893897","https://openalex.org/W2739245956","https://openalex.org/W2902539442","https://openalex.org/W2903365351","https://openalex.org/W2905288042","https://openalex.org/W2961368225","https://openalex.org/W2962770929","https://openalex.org/W2962778872","https://openalex.org/W2962849139","https://openalex.org/W2963627347","https://openalex.org/W2964078384","https://openalex.org/W2985068832","https://openalex.org/W3003162010","https://openalex.org/W3034431451","https://openalex.org/W3035163517","https://openalex.org/W3035574324","https://openalex.org/W3048790906","https://openalex.org/W3082170814","https://openalex.org/W3107593830","https://openalex.org/W3108944788","https://openalex.org/W3127875297","https://openalex.org/W3135367836","https://openalex.org/W3135946615","https://openalex.org/W3165253014","https://openalex.org/W3174194560","https://openalex.org/W3175924964","https://openalex.org/W3177221875","https://openalex.org/W3177399056","https://openalex.org/W3177525997","https://openalex.org/W3196131173","https://openalex.org/W3198362969","https://openalex.org/W3200461691","https://openalex.org/W3201927751","https://openalex.org/W4205191326","https://openalex.org/W4214926101","https://openalex.org/W4232757299","https://openalex.org/W4251247712","https://openalex.org/W4251770880","https://openalex.org/W4281485151","https://openalex.org/W4285981780","https://openalex.org/W4286611278","https://openalex.org/W4286611314","https://openalex.org/W4311034203","https://openalex.org/W4312638666","https://openalex.org/W4312641613","https://openalex.org/W4312708649","https://openalex.org/W4312818263","https://openalex.org/W4312887747","https://openalex.org/W4312910764","https://openalex.org/W4312933868","https://openalex.org/W4313041309","https://openalex.org/W4313068277","https://openalex.org/W4376122412","https://openalex.org/W4382766544","https://openalex.org/W4386065887","https://openalex.org/W4386076002","https://openalex.org/W6600351811","https://openalex.org/W6601443004"],"related_works":["https://openalex.org/W2501097992","https://openalex.org/W2464585191","https://openalex.org/W1965145450","https://openalex.org/W13786964","https://openalex.org/W2212089300","https://openalex.org/W2126962853","https://openalex.org/W1834774708","https://openalex.org/W2144085839","https://openalex.org/W2121756800","https://openalex.org/W2109466155"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"CLIPXPlore,":[3],"a":[4,9,32,62,96,110,115,159],"new":[5],"framework":[6],"that":[7,124,180,188],"leverages":[8],"vision-language":[10,65],"model":[11],"to":[12,27,37,59,67,99,105,118,142,154,163],"guide":[13],"the":[14,17,51,69,79,101,107,121,127,130,155,175,193],"exploration":[15,48,136,145,177,186],"of":[16,129,161,174],"3D":[18,29],"shape":[19,35,82,89,148],"space.":[20],"Many":[21],"recent":[22],"methods":[23,45],"have":[24],"been":[25],"developed":[26],"encode":[28],"shapes":[30],"into":[31],"learned":[33],"latent":[34],"space":[36,108,149],"enable":[38],"generative":[39],"design":[40,134],"and":[41,81,88,94,140,150,165],"modeling.":[42],"Yet,":[43],"existing":[44,194],"lack":[46],"effective":[47],"mechanisms,":[49],"despite":[50],"rich":[52],"information.":[53],"To":[54],"this":[55],"end,":[56],"we":[57,77,113,133],"propose":[58],"leverage":[60],"CLIP,":[61],"powerful":[63],"pre-trained":[64],"model,":[66],"aid":[68],"shape-space":[70],"exploration.":[71],"Our":[72],"idea":[73],"is":[74],"threefold.":[75],"First,":[76],"couple":[78],"CLIP":[80,87,122],"spaces":[83],"by":[84,192],"generating":[85],"paired":[86],"codes":[90],"through":[91],"sketch":[92],"images":[93],"training":[95],"mapper":[97],"network":[98],"connect":[100],"two":[102],"spaces.":[103],"Second,":[104],"explore":[106],"around":[109],"given":[111],"shape,":[112],"formulate":[114],"co-optimization":[116],"strategy":[117],"search":[119],"for":[120],"code":[123],"better":[125],"matches":[126],"geometry":[128],"shape.":[131,156],"Third,":[132],"three":[135,176],"modes,":[137,178],"binary-attribute-guided,":[138],"text-guided,":[139],"sketch-guided,":[141],"locate":[143],"suitable":[144],"trajectories":[146],"in":[147,172],"induce":[151],"meaningful":[152,185],"changes":[153],"We":[157],"perform":[158],"series":[160],"experiments":[162],"quantitatively":[164],"visually":[166],"compare":[167],"CLIPXPlore":[168,181],"with":[169],"different":[170],"baselines":[171],"each":[173],"showing":[179],"can":[182],"produce":[183],"many":[184],"results":[187],"cannot":[189],"be":[190],"achieved":[191],"solutions.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}