{"id":"https://openalex.org/W4297598254","doi":"https://doi.org/10.1145/3130800.3130821","title":"ComplementMe","display_name":"ComplementMe","publication_year":2017,"publication_date":"2017-11-20","ids":{"openalex":"https://openalex.org/W4297598254","doi":"https://doi.org/10.1145/3130800.3130821"},"language":"en","primary_location":{"id":"doi:10.1145/3130800.3130821","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3130800.3130821","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-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/A5004099860","display_name":"Minhyuk Sung","orcid":"https://orcid.org/0000-0001-7428-9570"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minhyuk Sung","raw_affiliation_strings":["Stanford University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010637524","display_name":"Hao Su","orcid":"https://orcid.org/0000-0003-3299-7418"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Su","raw_affiliation_strings":["Stanford University and University of California San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University and University of California San Diego","institution_ids":["https://openalex.org/I36258959","https://openalex.org/I97018004"]}]},{"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 G. Kim","raw_affiliation_strings":["Adobe Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adobe Research","institution_ids":["https://openalex.org/I1306409833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108481672","display_name":"Siddhartha Chaudhuri","orcid":null},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddhartha Chaudhuri","raw_affiliation_strings":["IIT Bombay"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065368881","display_name":"Leonidas Guibas","orcid":"https://orcid.org/0000-0002-8315-4886"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonidas Guibas","raw_affiliation_strings":["Stanford University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.3436,"has_fulltext":false,"cited_by_count":80,"citation_normalized_percentile":{"value":0.98298994,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"36","issue":"6","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":0.9998999834060669,"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":0.9998999834060669,"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":0.9970999956130981,"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":0.995199978351593,"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/computer-science","display_name":"Computer science","score":0.8145034313201904},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6126869916915894},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5734570622444153},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.52225261926651},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5205191373825073},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4970541298389435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47142714262008667},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45167651772499084},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.44025561213493347},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3837195634841919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8145034313201904},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6126869916915894},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5734570622444153},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.52225261926651},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5205191373825073},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4970541298389435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47142714262008667},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45167651772499084},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.44025561213493347},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3837195634841919},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3130800.3130821","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3130800.3130821","pdf_url":null,"source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4306951437","display_name":null,"funder_award_id":"IIS-1528025 and DMS-1521608","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7259945165","display_name":null,"funder_award_id":"N00014-13- 1-0341","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320307786","display_name":"Adobe Systems","ror":"https://ror.org/059tvcg64"},{"id":"https://openalex.org/F4320307897","display_name":"Autodesk","ror":"https://ror.org/00pkt4594"},{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"},{"id":"https://openalex.org/F4320324571","display_name":"Korea Foundation for Advanced Studies","ror":"https://ror.org/0556dev32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1579853615","https://openalex.org/W1644641054","https://openalex.org/W1920022804","https://openalex.org/W1934027668","https://openalex.org/W1953319329","https://openalex.org/W1975807399","https://openalex.org/W1976204400","https://openalex.org/W1987266124","https://openalex.org/W2003940193","https://openalex.org/W2014667763","https://openalex.org/W2017765444","https://openalex.org/W2020451939","https://openalex.org/W2027069615","https://openalex.org/W2031760064","https://openalex.org/W2044032519","https://openalex.org/W2053008628","https://openalex.org/W2068337491","https://openalex.org/W2076374635","https://openalex.org/W2077678691","https://openalex.org/W2083163329","https://openalex.org/W2092773680","https://openalex.org/W2100799972","https://openalex.org/W2106723645","https://openalex.org/W2108501770","https://openalex.org/W2116516955","https://openalex.org/W2125389028","https://openalex.org/W2136989946","https://openalex.org/W2138621090","https://openalex.org/W2144012927","https://openalex.org/W2145429668","https://openalex.org/W2157988056","https://openalex.org/W2161960196","https://openalex.org/W2162559028","https://openalex.org/W2165308258","https://openalex.org/W2188365844","https://openalex.org/W2295332248","https://openalex.org/W2338532005","https://openalex.org/W2342277278","https://openalex.org/W2529969239","https://openalex.org/W2546066744","https://openalex.org/W2553307952","https://openalex.org/W2555254696","https://openalex.org/W2556802233","https://openalex.org/W2560609797","https://openalex.org/W2560722161","https://openalex.org/W2610837079","https://openalex.org/W2612843093","https://openalex.org/W2748512037","https://openalex.org/W2962731536","https://openalex.org/W2963739349","https://openalex.org/W2964137676","https://openalex.org/W3004739592","https://openalex.org/W3100955000","https://openalex.org/W3106165820","https://openalex.org/W3125893632","https://openalex.org/W4236508656","https://openalex.org/W4237303891","https://openalex.org/W4242908168","https://openalex.org/W4249805707","https://openalex.org/W4251944521","https://openalex.org/W4252055280","https://openalex.org/W4394671432"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W2951187577"],"abstract_inverted_index":{"Assembly-based":[0],"tools":[1],"provide":[2],"a":[3,13,16,24,29,84,114,142,157,166,186,221],"powerful":[4],"modeling":[5],"paradigm":[6],"for":[7,41,48,92,149,224],"non-expert":[8],"shape":[9,18],"designers.":[10],"However,":[11],"choosing":[12],"component":[14,225],"from":[15,66],"large":[17],"repository":[19],"and":[20,45,70,102,118,183],"aligning":[21],"it":[22,97],"to":[23,113,124,164,179,205],"partial":[25,122],"assembly":[26],"can":[27,146,202],"become":[28],"daunting":[30],"task.":[31],"In":[32],"this":[33],"paper":[34],"we":[35,160,219],"describe":[36],"novel":[37,222],"neural":[38],"network":[39,139,163],"architectures":[40],"suggesting":[42],"complementary":[43],"components":[44],"their":[46],"placement":[47],"an":[49],"incomplete":[50],"3D":[51],"part":[52,76,131,173],"assembly.":[53],"Unlike":[54],"most":[55],"existing":[56],"techniques,":[57],"our":[58,162,177,200,217],"networks":[59],"are":[60],"trained":[61],"on":[62,74],"unlabeled":[63],"data":[64],"obtained":[65],"public":[67],"online":[68],"repositories,":[69],"do":[71],"not":[72,141],"rely":[73],"consistent":[75],"segmentations":[77],"or":[78,211],"labels.":[79],"Absence":[80],"of":[81,90,130,155,172],"labels":[82],"poses":[83,133],"challenge":[85],"in":[86],"indexing":[87],"the":[88,93,106,119,137,150,170,194],"database":[89],"parts":[91,109],"retrieval.":[94],"We":[95,197],"address":[96],"by":[98,110],"jointly":[99],"training":[100],"embedding":[101],"retrieval":[103,138],"networks,":[104],"where":[105],"first":[107],"indexes":[108],"mapping":[111],"them":[112],"low-dimensional":[115],"feature":[116],"space,":[117],"second":[120],"maps":[121],"assemblies":[123],"appropriate":[125,148],"complements.":[126],"The":[127],"combinatorial":[128],"nature":[129],"arrangements":[132],"another":[134],"challenge,":[135],"since":[136],"is":[140],"function:":[143],"several":[144],"complements":[145],"be":[147,203],"same":[151],"input.":[152,214],"Thus,":[153],"instead":[154],"predicting":[156],"single":[158],"output,":[159],"train":[161],"predict":[165],"probability":[167],"distribution":[168],"over":[169,231],"space":[171],"embeddings.":[174],"This":[175],"allows":[176],"method":[178,201],"deal":[180],"with":[181,209],"ambiguities":[182],"naturally":[184],"enables":[185],"UI":[187],"that":[188,199],"seamlessly":[189],"integrates":[190],"user":[191,213],"preferences":[192],"into":[193],"design":[195,206],"process.":[196],"demonstrate":[198],"used":[204],"complex":[207],"shapes":[208],"minimal":[210],"no":[212],"To":[215],"evaluate":[216],"approach":[218],"develop":[220],"benchmark":[223],"suggestion":[226],"systems":[227],"demonstrating":[228],"significant":[229],"improvement":[230],"state-of-the-art":[232],"techniques.":[233]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":9}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2022-09-30T00:00:00"}