{"id":"https://openalex.org/W4288757813","doi":"https://doi.org/10.1007/s11263-022-01632-6","title":"3DPointCaps++: Learning 3D Representations with Capsule Networks","display_name":"3DPointCaps++: Learning 3D Representations with Capsule Networks","publication_year":2022,"publication_date":"2022-07-30","ids":{"openalex":"https://openalex.org/W4288757813","doi":"https://doi.org/10.1007/s11263-022-01632-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/35968252"},"language":"en","primary_location":{"id":"doi:10.1007/s11263-022-01632-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-022-01632-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-022-01632-6.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11263-022-01632-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101460719","display_name":"Yongheng Zhao","orcid":"https://orcid.org/0000-0001-8775-9746"},"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":"Yongheng Zhao","raw_affiliation_strings":["Informatics at Technische Universit\u00e4t M\u00fcnchen, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Informatics at Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048108135","display_name":"Guangchi Fang","orcid":"https://orcid.org/0009-0001-2042-1182"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangchi Fang","raw_affiliation_strings":["School of Electronics and Communication Engineering, The Shenzhen Campus of Sun Yat-sen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Communication Engineering, The Shenzhen Campus of Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032533885","display_name":"Yulan Guo","orcid":"https://orcid.org/0000-0001-7051-841X"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulan Guo","raw_affiliation_strings":["School of Electronics and Communication Engineering, The Shenzhen Campus of Sun Yat-sen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Communication Engineering, The Shenzhen Campus of Sun Yat-sen University, Shenzhen, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","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":["Computer Science Department, Stanford University, Stanford, CA USA","Computer Science Department, Stanford University, Stanford, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, Stanford University, Stanford, CA USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Computer Science Department, Stanford University, Stanford, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041092666","display_name":"Federico Tombari","orcid":"https://orcid.org/0000-0001-5598-5212"},"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"]},{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Federico Tombari","raw_affiliation_strings":["Google, Mountain View, CA USA","Informatics at Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Google, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA USA","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Informatics at Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Google, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038619214","display_name":"Tolga Birdal","orcid":"https://orcid.org/0000-0001-7915-7964"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tolga Birdal","raw_affiliation_strings":["Department of Computing, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038619214"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":{"value":2890,"currency":"EUR","value_usd":3690},"fwci":0.6617,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61284611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"130","issue":"9","first_page":"2321","last_page":"2336"},"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":0.9983999729156494,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9970999956130981,"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/object","display_name":"Object (grammar)","score":0.7256848812103271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6929435729980469},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6665616631507874},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6258421540260315},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5784123539924622},{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.5520565509796143},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5235875844955444},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4524194598197937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4468190371990204},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4195302128791809},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.41151267290115356},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.37636613845825195},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3356705904006958},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2699391841888428},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19598722457885742}],"concepts":[{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.7256848812103271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6929435729980469},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6665616631507874},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6258421540260315},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5784123539924622},{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.5520565509796143},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5235875844955444},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4524194598197937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4468190371990204},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4195302128791809},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.41151267290115356},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.37636613845825195},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3356705904006958},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2699391841888428},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19598722457885742},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s11263-022-01632-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-022-01632-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-022-01632-6.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},{"id":"pmid:35968252","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35968252","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of computer vision","raw_type":null},{"id":"pmh:oai:mediatum.ub.tum.de:node/1796141","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1796141","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9362689","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9362689","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Comput Vis","raw_type":"Text"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/103602","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/103602","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2336","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1007/s11263-022-01632-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-022-01632-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-022-01632-6.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1051660574","display_name":null,"funder_award_id":"2019A151","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G1457184248","display_name":null,"funder_award_id":"U20A2018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2487882004","display_name":"RI:Medium:Collaborative Research: Object-Centric Inference of Actionable Information from Visual Data","funder_award_id":"1763268","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2981938667","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3654943","display_name":"\"Research Starter Grant :\" Do glucosinolate hydrolysis products in Arabidopsis thaliana influence tritrophic interactions?","funder_award_id":"0715220","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3757194791","display_name":null,"funder_award_id":"JCYJ20","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3936471263","display_name":null,"funder_award_id":"2019A1515011271","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G4825373744","display_name":null,"funder_award_id":"U20A20185, 61972435","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5743155089","display_name":"Using sedaDNA from California Holocene and Anthropocene lake sediments to determine drivers of the \u201cInsect Apocalypse\u201d","funder_award_id":"2209394","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6277938037","display_name":"CC* Networking Infrastructure: Research on the Hill","funder_award_id":"2019080","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6790872277","display_name":null,"funder_award_id":"61972435","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7543324836","display_name":null,"funder_award_id":"2019A15150","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G8021937386","display_name":null,"funder_award_id":"51501127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8252004906","display_name":null,"funder_award_id":"U20A20185","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8400801390","display_name":null,"funder_award_id":"U20A201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288757813.pdf","grobid_xml":"https://content.openalex.org/works/W4288757813.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W2966661","https://openalex.org/W2143668817","https://openalex.org/W2553307952","https://openalex.org/W2560722161","https://openalex.org/W2576289912","https://openalex.org/W2737081152","https://openalex.org/W2746892480","https://openalex.org/W2753872511","https://openalex.org/W2796426482","https://openalex.org/W2797997528","https://openalex.org/W2805274379","https://openalex.org/W2806332096","https://openalex.org/W2809361304","https://openalex.org/W2883758202","https://openalex.org/W2885577113","https://openalex.org/W2889300857","https://openalex.org/W2904904022","https://openalex.org/W2905288042","https://openalex.org/W2906788812","https://openalex.org/W2955307761","https://openalex.org/W2959983308","https://openalex.org/W2962941647","https://openalex.org/W2963125977","https://openalex.org/W2963143796","https://openalex.org/W2963509914","https://openalex.org/W2963680153","https://openalex.org/W2963719584","https://openalex.org/W2963727135","https://openalex.org/W2963991385","https://openalex.org/W2964228567","https://openalex.org/W2979750740","https://openalex.org/W2981995220","https://openalex.org/W2985145919","https://openalex.org/W2986615800","https://openalex.org/W2990613095","https://openalex.org/W3035172746","https://openalex.org/W3035272603","https://openalex.org/W3035574168","https://openalex.org/W3083861253","https://openalex.org/W3086039674","https://openalex.org/W3097293074","https://openalex.org/W3101197104","https://openalex.org/W3108187912","https://openalex.org/W3119140018","https://openalex.org/W3122633743","https://openalex.org/W3175645231","https://openalex.org/W6600459194","https://openalex.org/W6600547436","https://openalex.org/W6600829110","https://openalex.org/W6604545811","https://openalex.org/W6606960104","https://openalex.org/W6611670707","https://openalex.org/W6636286150","https://openalex.org/W6763665168","https://openalex.org/W6820460620","https://openalex.org/W6822220479","https://openalex.org/W6849020553"],"related_works":["https://openalex.org/W2517104666","https://openalex.org/W2005437358","https://openalex.org/W1669643531","https://openalex.org/W2975200075","https://openalex.org/W2008656436","https://openalex.org/W2007544051","https://openalex.org/W2134924024","https://openalex.org/W2023558673","https://openalex.org/W1967061043","https://openalex.org/W2019566805"],"abstract_inverted_index":{"We":[0,72],"present":[1],"<b>3DPointCaps++</b>":[2],"for":[3,27],"learning":[4],"robust,":[5],"flexible":[6],"and":[7,89,122,133,147],"generalizable":[8],"3D":[9,21,66],"object":[10,41,95],"representations":[11,143],"without":[12],"requiring":[13],"heavy":[14],"annotation":[15],"efforts":[16],"or":[17],"supervision.":[18],"Unlike":[19],"conventional":[20],"generative":[22],"models,":[23],"our":[24,100,138],"algorithm":[25],"aims":[26],"building":[28],"a":[29,69,75,84],"structured":[30],"latent":[31,57],"space":[32],"where":[33],"certain":[34],"factors":[35],"of":[36,107],"shape":[37],"variations,":[38],"such":[39],"as":[40,112,114],"parts,":[42],"can":[43,140],"be":[44],"disentangled":[45],"into":[46],"independent":[47],"sub-spaces.":[48],"Our":[49,127],"novel":[50],"decoder":[51],"then":[52],"acts":[53],"on":[54,130],"these":[55],"individual":[56],"sub-spaces":[58],"(i.e.":[59],"capsules)":[60],"using":[61],"deconvolution":[62],"operators":[63],"to":[64,102],"reconstruct":[65],"points":[67,81],"in":[68,149],"self-supervised":[70],"manner.":[71],"further":[73],"introduce":[74],"cluster":[76],"loss":[77],"ensuring":[78],"that":[79,137,144],"the":[80,94,104],"reconstructed":[82],"by":[83],"single":[85],"capsule":[86],"remain":[87],"local":[88],"do":[90],"not":[91],"spread":[92],"across":[93,117,123],"uncontrollably.":[96],"These":[97],"contributions":[98],"allow":[99],"network":[101,139],"tackle":[103],"challenging":[105],"tasks":[106],"part":[108,110],"segmentation,":[109],"interpolation/replacement":[111],"well":[113],"correspondence":[115],"estimation":[116],"rigid":[118],"/":[119,124],"non-rigid":[120],"shape,":[121],"within":[125],"category.":[126],"extensive":[128],"evaluations":[129],"ShapeNet":[131],"objects":[132],"human":[134],"scans":[135],"demonstrate":[136],"learn":[141],"generic":[142],"are":[145],"robust":[146],"useful":[148],"many":[150],"applications.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}