{"id":"https://openalex.org/W4389242781","doi":"https://doi.org/10.1145/3635304","title":"Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation","display_name":"Neural Wavelet-domain Diffusion for 3D Shape Generation, Inversion, and Manipulation","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4389242781","doi":"https://doi.org/10.1145/3635304"},"language":"en","primary_location":{"id":"doi:10.1145/3635304","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3635304","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3635304","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/10.1145/3635304","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023048901","display_name":"Jingyu Hu","orcid":"https://orcid.org/0000-0003-4235-8679"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Jingyu Hu","raw_affiliation_strings":["The Chinese University of Hong Kong, HK SAR, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, HK SAR, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028964136","display_name":"Ka-Hei Hui","orcid":"https://orcid.org/0000-0002-9786-2648"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ka-Hei Hui","raw_affiliation_strings":["The Chinese University of Hong Kong, HK SAR, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, HK SAR, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065674830","display_name":"Zhengzhe Liu","orcid":"https://orcid.org/0000-0002-8434-3224"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zhengzhe Liu","raw_affiliation_strings":["The Chinese University of Hong Kong, HK SAR, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, HK SAR, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080205862","display_name":"Ruihui Li","orcid":"https://orcid.org/0000-0002-4266-6420"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruihui Li","raw_affiliation_strings":["Hunan University, China"],"affiliations":[{"raw_affiliation_string":"Hunan University, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054382056","display_name":"Chi\u2010Wing Fu","orcid":"https://orcid.org/0000-0002-5238-593X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi-Wing Fu","raw_affiliation_strings":["The Chinese University of Hong Kong, HK SAR, China"],"affiliations":[{"raw_affiliation_string":"The Chinese University of Hong Kong, HK SAR, China","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023048901"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":4.031,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.9503233,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"43","issue":"2","first_page":"1","last_page":"18"},"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":0.9993000030517578,"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":0.9983999729156494,"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/wavelet","display_name":"Wavelet","score":0.7073217630386353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.666394829750061},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5767533779144287},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5365320444107056},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.5360496640205383},{"id":"https://openalex.org/keywords/biorthogonal-system","display_name":"Biorthogonal system","score":0.5274529457092285},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49009597301483154},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46988987922668457},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.45079827308654785},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39830315113067627},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.34194058179855347}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.7073217630386353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.666394829750061},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5767533779144287},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5365320444107056},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.5360496640205383},{"id":"https://openalex.org/C158453530","wikidata":"https://www.wikidata.org/wiki/Q864692","display_name":"Biorthogonal system","level":4,"score":0.5274529457092285},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49009597301483154},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46988987922668457},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.45079827308654785},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39830315113067627},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.34194058179855347},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3635304","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3635304","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3635304","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:10.1145/3635304","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3635304","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3635304","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":[{"display_name":"Sustainable cities and communities","score":0.550000011920929,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389242781.pdf","grobid_xml":"https://content.openalex.org/works/W4389242781.grobid-xml"},"referenced_works_count":76,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1522301498","https://openalex.org/W1996021349","https://openalex.org/W2132984323","https://openalex.org/W2229412420","https://openalex.org/W2519536754","https://openalex.org/W2560722161","https://openalex.org/W2736596523","https://openalex.org/W2895040926","https://openalex.org/W2895596173","https://openalex.org/W2961363059","https://openalex.org/W2962778872","https://openalex.org/W2962849139","https://openalex.org/W2963627347","https://openalex.org/W2963641844","https://openalex.org/W2963926543","https://openalex.org/W2963942118","https://openalex.org/W2964137676","https://openalex.org/W2970936521","https://openalex.org/W2986615800","https://openalex.org/W2988515894","https://openalex.org/W2989341556","https://openalex.org/W3034395814","https://openalex.org/W3034968345","https://openalex.org/W3035507572","https://openalex.org/W3035591705","https://openalex.org/W3035689117","https://openalex.org/W3036167779","https://openalex.org/W3047371217","https://openalex.org/W3087613160","https://openalex.org/W3087815362","https://openalex.org/W3092203888","https://openalex.org/W3106569148","https://openalex.org/W3108645709","https://openalex.org/W3108944788","https://openalex.org/W3120847180","https://openalex.org/W3121370741","https://openalex.org/W3122887115","https://openalex.org/W3125893632","https://openalex.org/W3126201669","https://openalex.org/W3128750067","https://openalex.org/W3141954417","https://openalex.org/W3162926177","https://openalex.org/W3170133338","https://openalex.org/W3173631825","https://openalex.org/W3173744995","https://openalex.org/W3176222228","https://openalex.org/W3177525997","https://openalex.org/W3178406257","https://openalex.org/W3180196270","https://openalex.org/W3180248828","https://openalex.org/W3180799285","https://openalex.org/W3183741597","https://openalex.org/W3184957317","https://openalex.org/W3200254434","https://openalex.org/W3201411247","https://openalex.org/W3217030260","https://openalex.org/W4241602464","https://openalex.org/W4245551996","https://openalex.org/W4252580741","https://openalex.org/W4285124635","https://openalex.org/W4285546022","https://openalex.org/W4286616176","https://openalex.org/W4288481681","https://openalex.org/W4311034203","https://openalex.org/W4312233582","https://openalex.org/W4312497550","https://openalex.org/W4312638666","https://openalex.org/W4312732765","https://openalex.org/W4313036632","https://openalex.org/W4313068277","https://openalex.org/W6779823529","https://openalex.org/W6781421651","https://openalex.org/W6783713337","https://openalex.org/W6795288823","https://openalex.org/W6810532684"],"related_works":["https://openalex.org/W2002704363","https://openalex.org/W2377588290","https://openalex.org/W2389135727","https://openalex.org/W2058719641","https://openalex.org/W2326317736","https://openalex.org/W1496843484","https://openalex.org/W2073374589","https://openalex.org/W2373313192","https://openalex.org/W1979714115","https://openalex.org/W199025143"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,14,19,29,34,59,64,80,105,115],"new":[4],"approach":[5,141],"for":[6,89,108],"3D":[7,45],"shape":[8,122,133],"generation,":[9,134],"inversion,":[10,135],"and":[11,38,52,79,93,120,126,136],"manipulation,":[12],"through":[13],"direct":[15],"generative":[16],"modeling":[17],"on":[18],"continuous":[20],"implicit":[21],"representation":[22,32],"in":[23,71],"wavelet":[24,31],"domain.":[25],"Specifically,":[26],"we":[27,57,96],"propose":[28],"compact":[30],"with":[33],"pair":[35,60],"of":[36,61,74,118,139],"coarse":[37,76],"detail":[39,81,86],"coefficient":[40,77,87],"volumes":[41,78,88],"to":[42,67,83,103,113],"implicitly":[43],"represent":[44],"shapes":[46,70],"via":[47],"truncated":[48],"signed":[49],"distance":[50],"functions":[51],"multi-scale":[53],"biorthogonal":[54],"wavelets.":[55],"Then,":[56],"design":[58],"neural":[62],"networks:":[63],"diffusion-based":[65],"generator":[66],"produce":[68,84],"diverse":[69],"the":[72,75,131,143],"form":[73],"predictor":[82],"compatible":[85],"introducing":[90],"fine":[91],"structures":[92],"details.":[94],"Further,":[95],"may":[97],"jointly":[98],"train":[99],"an":[100],"encoder":[101],"network":[102],"learn":[104],"latent":[106],"space":[107],"inverting":[109],"shapes,":[110],"allowing":[111],"us":[112],"enable":[114],"rich":[116],"variety":[117],"whole-shape":[119],"region-aware":[121],"manipulations.":[123],"Both":[124],"quantitative":[125],"qualitative":[127],"experimental":[128],"results":[129],"manifest":[130],"compelling":[132],"manipulation":[137],"capabilities":[138],"our":[140],"over":[142],"state-of-the-art":[144],"methods.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}