{"id":"https://openalex.org/W4386076606","doi":"https://doi.org/10.1109/cvpr52729.2023.02001","title":"Diffusion-Based Signed Distance Fields for 3D Shape Generation","display_name":"Diffusion-Based Signed Distance Fields for 3D Shape Generation","publication_year":2023,"publication_date":"2023-06-01","ids":{"openalex":"https://openalex.org/W4386076606","doi":"https://doi.org/10.1109/cvpr52729.2023.02001"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52729.2023.02001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52729.2023.02001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103588079","display_name":"Jae-Hyeok Shim","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jaehyeok Shim","raw_affiliation_strings":["Artificial Intelligence Graduate School, UNIST"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Graduate School, UNIST","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100987818","display_name":"Changwoo Kang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Changwoo Kang","raw_affiliation_strings":["Artificial Intelligence Graduate School, UNIST"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Graduate School, UNIST","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016637653","display_name":"Kyungdon Joo","orcid":"https://orcid.org/0000-0002-3920-9608"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kyungdon Joo","raw_affiliation_strings":["Artificial Intelligence Graduate School, UNIST"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Graduate School, UNIST","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103588079"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.0288,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.98890024,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"20887","last_page":"20897"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9973000288009644,"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":0.6918660402297974},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.6764771342277527},{"id":"https://openalex.org/keywords/diffusion-process","display_name":"Diffusion process","score":0.4778170883655548},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4667976498603821},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45865389704704285},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.45805394649505615},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45015308260917664},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44858455657958984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32790282368659973},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07554182410240173}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6918660402297974},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.6764771342277527},{"id":"https://openalex.org/C68710425","wikidata":"https://www.wikidata.org/wiki/Q5275442","display_name":"Diffusion process","level":3,"score":0.4778170883655548},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4667976498603821},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45865389704704285},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.45805394649505615},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45015308260917664},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44858455657958984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32790282368659973},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07554182410240173},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C3017618536","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Innovation diffusion","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"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":3,"locations":[{"id":"doi:10.1109/cvpr52729.2023.02001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52729.2023.02001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/64910","is_oa":false,"landing_page_url":"https://scholarworks.unist.ac.kr/handle/201301/64910","pdf_url":null,"source":{"id":"https://openalex.org/S4306401118","display_name":"Scholarworks@UNIST (Ulsan National Institute of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48566637","host_organization_name":"Ulsan National Institute of Science and Technology","host_organization_lineage":["https://openalex.org/I48566637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"CONFERENCE"},{"id":"pmh:oai:scholarworks.unist.ac.kr:201301/65672","is_oa":false,"landing_page_url":"http://unist.dcollection.net/common/orgView/200000693958","pdf_url":null,"source":{"id":"https://openalex.org/S4306401118","display_name":"Scholarworks@UNIST (Ulsan National Institute of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48566637","host_organization_name":"Ulsan National Institute of Science and Technology","host_organization_lineage":["https://openalex.org/I48566637"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Master's thesis"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":118,"referenced_works":["https://openalex.org/W1514151998","https://openalex.org/W1522301498","https://openalex.org/W1920022804","https://openalex.org/W1959608418","https://openalex.org/W1992642990","https://openalex.org/W2121535648","https://openalex.org/W2129069237","https://openalex.org/W2546066744","https://openalex.org/W2560609797","https://openalex.org/W2606840594","https://openalex.org/W2624503621","https://openalex.org/W2765833400","https://openalex.org/W2794816985","https://openalex.org/W2905300128","https://openalex.org/W2923183188","https://openalex.org/W2949671016","https://openalex.org/W2953046278","https://openalex.org/W2954258401","https://openalex.org/W2962849139","https://openalex.org/W2962928839","https://openalex.org/W2963073614","https://openalex.org/W2963121255","https://openalex.org/W2963140844","https://openalex.org/W2963197375","https://openalex.org/W2963627347","https://openalex.org/W2963926543","https://openalex.org/W2964137676","https://openalex.org/W2985683375","https://openalex.org/W2986615800","https://openalex.org/W3008758407","https://openalex.org/W3010623357","https://openalex.org/W3033105545","https://openalex.org/W3034566390","https://openalex.org/W3034968345","https://openalex.org/W3035574324","https://openalex.org/W3036167779","https://openalex.org/W3045146419","https://openalex.org/W3098313362","https://openalex.org/W3098903961","https://openalex.org/W3109585842","https://openalex.org/W3117476483","https://openalex.org/W3121147178","https://openalex.org/W3121370741","https://openalex.org/W3122887982","https://openalex.org/W3123097577","https://openalex.org/W3135415126","https://openalex.org/W3140513809","https://openalex.org/W3141954417","https://openalex.org/W3155072588","https://openalex.org/W3166584442","https://openalex.org/W3168053944","https://openalex.org/W3168379563","https://openalex.org/W3172148458","https://openalex.org/W3172918281","https://openalex.org/W3173631825","https://openalex.org/W3175528029","https://openalex.org/W3175924964","https://openalex.org/W3180196270","https://openalex.org/W3180355996","https://openalex.org/W3201411247","https://openalex.org/W3201927751","https://openalex.org/W3202037070","https://openalex.org/W3202589837","https://openalex.org/W3203898101","https://openalex.org/W3214168277","https://openalex.org/W3216000336","https://openalex.org/W4200015218","https://openalex.org/W4225244145","https://openalex.org/W4229035826","https://openalex.org/W4233857083","https://openalex.org/W4250482878","https://openalex.org/W4285069878","https://openalex.org/W4293343253","https://openalex.org/W4295550965","https://openalex.org/W4297798428","https://openalex.org/W4297812694","https://openalex.org/W4306310244","https://openalex.org/W4307531808","https://openalex.org/W4312641613","https://openalex.org/W4312910764","https://openalex.org/W4312933868","https://openalex.org/W4313036632","https://openalex.org/W4385245566","https://openalex.org/W4394671432","https://openalex.org/W6631190155","https://openalex.org/W6640963894","https://openalex.org/W6652231383","https://openalex.org/W6679045638","https://openalex.org/W6687484953","https://openalex.org/W6691702411","https://openalex.org/W6714644935","https://openalex.org/W6729001083","https://openalex.org/W6730998768","https://openalex.org/W6735525128","https://openalex.org/W6739901393","https://openalex.org/W6745378982","https://openalex.org/W6748208425","https://openalex.org/W6755466756","https://openalex.org/W6765299845","https://openalex.org/W6774645763","https://openalex.org/W6778990197","https://openalex.org/W6779823529","https://openalex.org/W6782760101","https://openalex.org/W6783182287","https://openalex.org/W6784133018","https://openalex.org/W6784729325","https://openalex.org/W6790629872","https://openalex.org/W6795261426","https://openalex.org/W6795288823","https://openalex.org/W6796823060","https://openalex.org/W6797359156","https://openalex.org/W6803908784","https://openalex.org/W6804251140","https://openalex.org/W6805520492","https://openalex.org/W6838452192","https://openalex.org/W6839836718","https://openalex.org/W6846015844","https://openalex.org/W6910878899"],"related_works":["https://openalex.org/W2386796262","https://openalex.org/W2362774332","https://openalex.org/W4249245269","https://openalex.org/W2765548132","https://openalex.org/W2025681766","https://openalex.org/W2354853573","https://openalex.org/W2542402767","https://openalex.org/W2064306826","https://openalex.org/W2158056054","https://openalex.org/W2807797544"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,60,65,77,94],"3D":[3,17,40,69,96],"shape":[4,97,121],"generation":[5,53],"framework":[6,91],"(SDF-Diffusion":[7],"in":[8],"short)":[9],"that":[10,28],"uses":[11],"denoising":[12],"diffusion":[13,82],"models":[14],"with":[15],"continuous":[16],"representation":[18],"via":[19],"signed":[20],"distance":[21],"fields":[22],"(SDF).":[23],"Unlike":[24],"most":[25],"existing":[26],"methods":[27,115],"depend":[29],"on":[30,119],"discontinuous":[31],"forms,":[32],"such":[33],"as":[34,76],"point":[35],"clouds,":[36],"SDF-Diffusion":[37],"generates":[38,64],"high-resolution":[39,88],"shapes":[41],"while":[42],"alleviating":[43],"memory":[44],"issues":[45],"by":[46],"separating":[47],"the":[48,57,72,79,99,104,113,120],"generative":[49,62],"process":[50],"into":[51],"two-stage:":[52],"and":[54,116],"super-resolution.":[55],"In":[56],"first":[58],"stage,":[59],"diffusion-based":[61],"model":[63,83,108],"low-resolution":[66,74],"SDF":[67,75],"of":[68],"shapes.":[70],"Using":[71],"estimated":[73],"condition,":[78],"second":[80],"stage":[81],"performs":[84],"super-resolution":[85],"to":[86,112],"generate":[87,93],"SDF.":[89],"Our":[90],"can":[92],"high-fidelity":[95],"despite":[98],"extreme":[100],"spatial":[101],"complexity.":[102],"On":[103],"ShapeNet":[105],"dataset,":[106],"our":[107],"shows":[109,117],"competitive":[110],"performance":[111],"state-of-the-art":[114],"applicability":[118],"completion":[122],"task":[123],"without":[124],"modification.":[125]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
