{"id":"https://openalex.org/W3107320589","doi":"https://doi.org/10.1145/3414685.3417783","title":"DeformSyncNet","display_name":"DeformSyncNet","publication_year":2020,"publication_date":"2020-11-27","ids":{"openalex":"https://openalex.org/W3107320589","doi":"https://doi.org/10.1145/3414685.3417783","mag":"3107320589"},"language":"en","primary_location":{"id":"doi:10.1145/3414685.3417783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3414685.3417783","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417783","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":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417783","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/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":"Minhyuk Sung","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/A5101436425","display_name":"Zhenyu Jiang","orcid":"https://orcid.org/0000-0002-5989-0584"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhenyu Jiang","raw_affiliation_strings":["The University of Texas at Austin and Tsinghua University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Texas at Austin and Tsinghua University","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038007540","display_name":"Panos Achlioptas","orcid":"https://orcid.org/0000-0001-6427-6055"},"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":"Panos Achlioptas","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/A5058170430","display_name":"Niloy J. Mitra","orcid":"https://orcid.org/0000-0002-2597-0914"},"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"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Niloy J. Mitra","raw_affiliation_strings":["University College London and Adobe Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London and Adobe Research","institution_ids":["https://openalex.org/I1306409833","https://openalex.org/I45129253"]}]},{"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 J. 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":2.4497,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8900102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"39","issue":"6","first_page":"1","last_page":"16"},"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":0.998199999332428,"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":0.9966999888420105,"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/encoding","display_name":"Encoding (memory)","score":0.718342661857605},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7087998986244202},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6792225241661072},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.43178072571754456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4285888373851776},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.42508426308631897},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35488271713256836},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3211285173892975},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.2735823392868042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2048114836215973}],"concepts":[{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.718342661857605},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087998986244202},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6792225241661072},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.43178072571754456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4285888373851776},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.42508426308631897},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35488271713256836},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3211285173892975},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.2735823392868042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2048114836215973},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3414685.3417783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3414685.3417783","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417783","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":{"id":"doi:10.1145/3414685.3417783","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3414685.3417783","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3414685.3417783","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"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307897","display_name":"Autodesk","ror":"https://ror.org/00pkt4594"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1994838542","https://openalex.org/W2001158952","https://openalex.org/W2042997238","https://openalex.org/W2052658453","https://openalex.org/W2053090063","https://openalex.org/W2126072606","https://openalex.org/W2157545738","https://openalex.org/W2553307952","https://openalex.org/W2557269700","https://openalex.org/W2560722161","https://openalex.org/W2610837079","https://openalex.org/W2787169459","https://openalex.org/W2803879420","https://openalex.org/W2901893665","https://openalex.org/W2902035653","https://openalex.org/W2905288042","https://openalex.org/W2923183188","https://openalex.org/W2950133940","https://openalex.org/W2963109677","https://openalex.org/W2963202339","https://openalex.org/W2963284712","https://openalex.org/W2963375929","https://openalex.org/W2963805706","https://openalex.org/W2964228567","https://openalex.org/W2964310454","https://openalex.org/W2968245606","https://openalex.org/W2980109758","https://openalex.org/W2981657250","https://openalex.org/W2988438046","https://openalex.org/W3009521361","https://openalex.org/W3035024952","https://openalex.org/W3098313362","https://openalex.org/W3099524026","https://openalex.org/W3100955000","https://openalex.org/W3103022131","https://openalex.org/W4214688184","https://openalex.org/W4235373030","https://openalex.org/W4239070329","https://openalex.org/W4251427635","https://openalex.org/W4255497894","https://openalex.org/W4297598254","https://openalex.org/W4297833479","https://openalex.org/W6600292188"],"related_works":["https://openalex.org/W3203142394","https://openalex.org/W2368824897","https://openalex.org/W1508050556","https://openalex.org/W1910862367","https://openalex.org/W2379365082","https://openalex.org/W2370747590","https://openalex.org/W2030109976","https://openalex.org/W2369260257","https://openalex.org/W2389120450","https://openalex.org/W55249799"],"abstract_inverted_index":{"Shape":[0],"deformation":[1,103,134,146],"is":[2,13],"an":[3,99],"important":[4],"component":[5],"in":[6,51,108,132,154],"any":[7],"geometry":[8],"processing":[9],"toolbox.":[10],"The":[11,110],"goal":[12],"to":[14,24,28,43],"enable":[15],"intuitive":[16],"deformations":[17,27,76,88],"of":[18,35,61,128],"single":[19],"or":[20,23,45,48],"multiple":[21,165],"shapes":[22,30],"transfer":[25],"example":[26],"new":[29,68],"while":[31,95],"preserving":[32],"the":[33,36,57,125],"plausibility":[34],"deformed":[37],"shape(s).":[38],"Existing":[39],"approaches":[40,167],"assume":[41],"access":[42],"point-level":[44],"part-level":[46],"correspondence":[47,80],"establish":[49],"them":[50,97],"a":[52,67,90,133],"preprocessing":[53],"phase,":[54],"thus":[55],"limiting":[56],"scope":[58],"and":[59,73,113,159,168],"generality":[60],"such":[62,140],"approaches.":[63],"We":[64,157],"propose":[65],"DeformSyncNet,":[66],"approach":[69],"that":[70],"allows":[71],"consistent":[72],"synchronized":[74],"shape":[75],"without":[77],"requiring":[78],"explicit":[79],"information.":[81],"Technically,":[82],"we":[83],"achieve":[84],"this":[85],"by":[86,117],"encoding":[87,112],"into":[89,98],"class-specific":[91],"idealized":[92],"latent":[93],"space":[94,135],"decoding":[96,114],"individual,":[100],"model-specific":[101],"linear":[102],"action":[104],"space,":[105],"operating":[106],"directly":[107],"3D.":[109],"underlying":[111],"are":[115,149],"performed":[116],"specialized":[118],"(jointly":[119],"trained)":[120],"neural":[121],"networks.":[122],"By":[123],"design,":[124],"inductive":[126],"bias":[127],"our":[129,162],"networks":[130],"results":[131],"with":[136],"several":[137],"desirable":[138],"properties,":[139],"as":[141],"path":[142],"invariance":[143],"across":[144],"different":[145],"pathways,":[147],"which":[148],"then":[150],"also":[151],"approximately":[152],"preserved":[153],"real":[155],"space.":[156],"qualitatively":[158],"quantitatively":[160],"evaluate":[161],"framework":[163],"against":[164],"alternative":[166],"demonstrate":[169],"improved":[170],"performance.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-12-07T00:00:00"}