{"id":"https://openalex.org/W4385275714","doi":"https://doi.org/10.1145/3592442","title":"3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models","display_name":"3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models","publication_year":2023,"publication_date":"2023-07-26","ids":{"openalex":"https://openalex.org/W4385275714","doi":"https://doi.org/10.1145/3592442"},"language":"en","primary_location":{"id":"doi:10.1145/3592442","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3592442","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3592442","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3592442","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100363706","display_name":"Biao Zhang","orcid":"https://orcid.org/0000-0001-5685-6092"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Biao Zhang","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-5685-6092","affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015737161","display_name":"Jiapeng Tang","orcid":"https://orcid.org/0009-0000-2939-0055"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jiapeng Tang","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0000-2939-0055","affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088583491","display_name":"Matthias Nie\u00dfner","orcid":"https://orcid.org/0000-0001-6093-5199"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Nie\u00dfner","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6093-5199","affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076768552","display_name":"Peter Wonka","orcid":"https://orcid.org/0000-0003-0627-9746"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Peter Wonka","raw_affiliation_strings":["King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-0627-9746","affiliations":[{"raw_affiliation_string":"King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":24.4404,"has_fulltext":true,"cited_by_count":150,"citation_normalized_percentile":{"value":0.99963268,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"42","issue":"4","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":0.9991999864578247,"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":0.9991999864578247,"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":0.9936000108718872,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9929999709129333,"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":0.6467206478118896},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6391258835792542},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6371577978134155},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5937332510948181},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5367240905761719},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5260510444641113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4577341377735138},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.348436176776886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2011163830757141},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.09299212694168091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6467206478118896},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6391258835792542},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6371577978134155},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5937332510948181},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5367240905761719},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5260510444641113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4577341377735138},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.348436176776886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2011163830757141},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.09299212694168091},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3592442","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3592442","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3592442","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/687474","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/687474","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1145/3592442","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3592442","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3592442","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385275714.pdf","grobid_xml":"https://content.openalex.org/works/W4385275714.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1977758817","https://openalex.org/W2194775991","https://openalex.org/W2556802233","https://openalex.org/W2559882727","https://openalex.org/W2603429625","https://openalex.org/W2606840594","https://openalex.org/W2609754928","https://openalex.org/W2737234477","https://openalex.org/W2962849139","https://openalex.org/W2963627347","https://openalex.org/W2963926543","https://openalex.org/W2964137676","https://openalex.org/W2986615800","https://openalex.org/W2987068636","https://openalex.org/W3010623357","https://openalex.org/W3034961469","https://openalex.org/W3035507572","https://openalex.org/W3035515538","https://openalex.org/W3035591705","https://openalex.org/W3036167779","https://openalex.org/W3044134703","https://openalex.org/W3095473874","https://openalex.org/W3095682719","https://openalex.org/W3096609285","https://openalex.org/W3104141662","https://openalex.org/W3109585842","https://openalex.org/W3111535274","https://openalex.org/W3115235224","https://openalex.org/W3117476483","https://openalex.org/W3141954417","https://openalex.org/W3153465022","https://openalex.org/W3173631825","https://openalex.org/W3175924964","https://openalex.org/W3180196270","https://openalex.org/W3180355996","https://openalex.org/W3197617697","https://openalex.org/W3215926197","https://openalex.org/W3216186826","https://openalex.org/W4214755140","https://openalex.org/W4242177601","https://openalex.org/W4286231747","https://openalex.org/W4286616176","https://openalex.org/W4296957573","https://openalex.org/W4311034203","https://openalex.org/W4312597904","https://openalex.org/W4312641613","https://openalex.org/W4312907000","https://openalex.org/W4312910764","https://openalex.org/W4312933868","https://openalex.org/W4313036632","https://openalex.org/W4320013936","https://openalex.org/W6779823529","https://openalex.org/W6840481488"],"related_works":["https://openalex.org/W40987063","https://openalex.org/W1572484265","https://openalex.org/W3006036127","https://openalex.org/W323006901","https://openalex.org/W3171895902","https://openalex.org/W2887953252","https://openalex.org/W4287122539","https://openalex.org/W3016025127","https://openalex.org/W4380558667","https://openalex.org/W3037703370"],"abstract_inverted_index":{"We":[0,75,122],"introduce":[1],"3DShape2VecSet,":[2],"a":[3,45,49,71,96,124],"novel":[4],"shape":[5,16,114,118],"representation":[6,17,64,98],"for":[7,11,103],"neural":[8,33,38,66],"fields":[9,39,67],"designed":[10],"generative":[12,119,128],"diffusion":[13],"models.":[14],"Our":[15,62,107],"can":[18],"encode":[19],"3D":[20,113,117],"shapes":[21],"given":[22],"as":[23,32,81],"surface":[24],"models":[25],"or":[26,55],"point":[27],"clouds,":[28],"and":[29,87,91,116,138],"represents":[30],"them":[31],"fields.":[34],"The":[35],"concept":[36],"of":[37,52,59,70,73,127],"has":[40],"previously":[41],"been":[42],"combined":[43],"with":[44,105],"global":[46],"latent":[47,53,60],"vector,":[48],"regular":[50],"grid":[51,58],"vectors,":[54],"an":[56],"irregular":[57],"vectors.":[61,74],"new":[63],"encodes":[65],"on":[68],"top":[69],"set":[72],"draw":[76],"from":[77],"multiple":[78],"concepts,":[79],"such":[80],"the":[82,88],"radial":[83],"basis":[84],"function":[85],"representation,":[86],"cross":[89],"attention":[90],"self-attention":[92],"function,":[93],"to":[94],"design":[95],"learnable":[97],"that":[99],"is":[100],"especially":[101],"suitable":[102],"processing":[104],"transformers.":[106],"results":[108],"show":[109],"improved":[110],"performance":[111],"in":[112],"encoding":[115],"modeling":[120],"tasks.":[121],"demonstrate":[123],"wide":[125],"variety":[126],"applications:":[129],"unconditioned":[130],"generation,":[131,133,135],"category-conditioned":[132],"text-conditioned":[134],"point-cloud":[136],"completion,":[137],"image-conditioned":[139],"generation.":[140],"Code:":[141],"https://1zb.github.io/3DShape2VecSet/.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":28},{"year":2025,"cited_by_count":66},{"year":2024,"cited_by_count":49},{"year":2023,"cited_by_count":7}],"updated_date":"2026-07-17T09:13:05.818461","created_date":"2023-07-27T00:00:00"}
