{"id":"https://openalex.org/W4412588086","doi":"https://doi.org/10.1145/3721238.3730654","title":"CageNet: A Meta-Framework for Learning on Wild Meshes","display_name":"CageNet: A Meta-Framework for Learning on Wild Meshes","publication_year":2025,"publication_date":"2025-07-23","ids":{"openalex":"https://openalex.org/W4412588086","doi":"https://doi.org/10.1145/3721238.3730654"},"language":"en","primary_location":{"id":"doi:10.1145/3721238.3730654","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3721238.3730654","pdf_url":null,"source":null,"license":null,"license_id":null,"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":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.18772","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091020275","display_name":"Michal Edelstein","orcid":"https://orcid.org/0000-0001-9126-1617"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Michal Edelstein","raw_affiliation_strings":["Technion - Israel Institute of Technology, Haifa, Israel"],"raw_orcid":"https://orcid.org/0000-0001-9126-1617","affiliations":[{"raw_affiliation_string":"Technion - Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046199795","display_name":"Hsueh\u2010Ti Derek Liu","orcid":"https://orcid.org/0009-0001-1753-4485"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hsueh-Ti Derek Liu","raw_affiliation_strings":["Roblox, Vancouver, Canada and University of British Columbia, Vancouver, Canada"],"raw_orcid":"https://orcid.org/0009-0001-1753-4485","affiliations":[{"raw_affiliation_string":"Roblox, Vancouver, Canada and University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085454645","display_name":"Mirela Ben\u2010Chen","orcid":"https://orcid.org/0000-0002-1732-2327"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Mirela Ben-Chen","raw_affiliation_strings":["Technion - Israel Institute of Technology, Haifa, Israel"],"raw_orcid":"https://orcid.org/0000-0002-1732-2327","affiliations":[{"raw_affiliation_string":"Technion - Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091020275"],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30353042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9962000250816345,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9944000244140625,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.991599977016449,"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/polygon-mesh","display_name":"Polygon mesh","score":0.8752658367156982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6920862197875977},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.14683440327644348}],"concepts":[{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.8752658367156982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6920862197875977},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.14683440327644348}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3721238.3730654","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3721238.3730654","pdf_url":null,"source":null,"license":null,"license_id":null,"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:2505.18772","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.18772","pdf_url":"https://arxiv.org/pdf/2505.18772","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.18772","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.18772","pdf_url":"https://arxiv.org/pdf/2505.18772","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G186564067","display_name":null,"funder_award_id":"1073/21","funder_id":"https://openalex.org/F4320322252","funder_display_name":"Israel Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320322252","display_name":"Israel Science Foundation","ror":"https://ror.org/04sazxf24"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1976709621","https://openalex.org/W1992019563","https://openalex.org/W2035433457","https://openalex.org/W2047417391","https://openalex.org/W2069531690","https://openalex.org/W2123732640","https://openalex.org/W2126072606","https://openalex.org/W2135046866","https://openalex.org/W2209755881","https://openalex.org/W2235901111","https://openalex.org/W2558748708","https://openalex.org/W2561675875","https://openalex.org/W2737081152","https://openalex.org/W2809944305","https://openalex.org/W2811052594","https://openalex.org/W2890408695","https://openalex.org/W2891396148","https://openalex.org/W2958623495","https://openalex.org/W2963021451","https://openalex.org/W2963991385","https://openalex.org/W2979750740","https://openalex.org/W2981532110","https://openalex.org/W2997233412","https://openalex.org/W2999877417","https://openalex.org/W3033010246","https://openalex.org/W3035024952","https://openalex.org/W3035386024","https://openalex.org/W3036517974","https://openalex.org/W3038846439","https://openalex.org/W3048473624","https://openalex.org/W3048496284","https://openalex.org/W3049061604","https://openalex.org/W3101228253","https://openalex.org/W3109462203","https://openalex.org/W3119140018","https://openalex.org/W3124193169","https://openalex.org/W3124359805","https://openalex.org/W3136021873","https://openalex.org/W3136375062","https://openalex.org/W3137158176","https://openalex.org/W3159926201","https://openalex.org/W3169909104","https://openalex.org/W3170953943","https://openalex.org/W3179709349","https://openalex.org/W3183890253","https://openalex.org/W3202195948","https://openalex.org/W4214621635","https://openalex.org/W4229035826","https://openalex.org/W4233370650","https://openalex.org/W4236965008","https://openalex.org/W4256333323","https://openalex.org/W4312344788","https://openalex.org/W4312463544","https://openalex.org/W4313192776","https://openalex.org/W4379790676","https://openalex.org/W4391856019","https://openalex.org/W4394671432","https://openalex.org/W4396512606","https://openalex.org/W4400819903","https://openalex.org/W4400820298","https://openalex.org/W4402017079"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1557607869","https://openalex.org/W2366350639","https://openalex.org/W2087496541","https://openalex.org/W4313703117","https://openalex.org/W2028455732","https://openalex.org/W2085564391","https://openalex.org/W2108615321"],"abstract_inverted_index":{"Learning":[0],"on":[1,111,139,144,153,171,183],"triangle":[2,54,127],"meshes":[3,55,89],"has":[4],"recently":[5],"proven":[6],"to":[7,10,18,20,24,43,78,86,149,177],"be":[8],"instrumental":[9],"a":[11,27,101,107,118,120,123,154],"myriad":[12],"of":[13,31,64,82,103,114,156,179],"tasks,":[14],"from":[15],"shape":[16],"classification,":[17],"segmentation,":[19],"deformation":[21],"and":[22,68,142,151,168],"animation,":[23],"mention":[25],"just":[26],"few.":[28],"While":[29],"some":[30],"these":[32,83],"applications":[33],"are":[34,41],"tackled":[35],"through":[36],"neural":[37],"network":[38],"architectures":[39],"which":[40,91],"tailored":[42],"the":[44,57,62,65,69,80,112,140,145,180],"application":[45],"at":[46],"hand,":[47],"many":[48],"others":[49],"use":[50],"generic":[51,84],"frameworks":[52,85],"for":[53],"where":[56],"only":[58],"customization":[59],"required":[60],"is":[61,77,122],"modification":[63],"input":[66],"features":[67],"loss":[70],"function.":[71],"Our":[72],"goal":[73],"in":[74,158],"this":[75,163],"paper":[76],"broaden":[79],"applicability":[81],"\"wild\",":[87],"i.e.":[88],"in-the-wild":[90],"often":[92],"have":[93],"multiple":[94],"components,":[95],"non-manifold":[96],"elements,":[97],"disrupted":[98],"connectivity,":[99],"or":[100],"combination":[102],"these.":[104],"We":[105,161],"propose":[106],"configurable":[108],"meta-framework":[109],"based":[110],"concept":[113,164],"caged":[115],"geometry:":[116],"Given":[117],"mesh,":[119,146],"cage":[121],"single":[124],"component":[125],"manifold":[126],"mesh":[128],"that":[129],"envelopes":[130],"it":[131],"closely.":[132],"Generalized":[133],"barycentric":[134],"coordinates":[135],"map":[136],"between":[137],"functions":[138,143],"cage,":[141],"allowing":[147],"us":[148],"learn":[150],"test":[152],"variety":[155],"data,":[157,173],"different":[159],"applications.":[160],"demonstrate":[162],"by":[165],"learning":[166],"segmentation":[167],"skinning":[169],"weights":[170],"difficult":[172],"achieving":[174],"better":[175],"performance":[176],"state":[178],"art":[181],"techniques":[182],"wild":[184],"meshes.":[185]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}