{"id":"https://openalex.org/W4402979866","doi":"https://doi.org/10.1109/icme57554.2024.10687563","title":"TD3D: Tensor-based Discrete Diffusion Process for 3D Shape Generation","display_name":"TD3D: Tensor-based Discrete Diffusion Process for 3D Shape Generation","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4402979866","doi":"https://doi.org/10.1109/icme57554.2024.10687563"},"language":"en","primary_location":{"id":"doi:10.1109/icme57554.2024.10687563","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icme57554.2024.10687563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","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/A5109542432","display_name":"Jinglin Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinglin Zhao","raw_affiliation_strings":["Huazhong University of Science and Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101739716","display_name":"Debin Liu","orcid":"https://orcid.org/0000-0001-5233-9637"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Debin Liu","raw_affiliation_strings":["Huazhong University of Science and Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049154222","display_name":"Laurence T. Yang","orcid":"https://orcid.org/0000-0002-7986-4244"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laurence T. Yang","raw_affiliation_strings":["Huazhong University of Science and Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051750166","display_name":"Ruonan Zhao","orcid":"https://orcid.org/0000-0002-7479-585X"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruonan Zhao","raw_affiliation_strings":["Zhengzhou University,Zhengzhou,China"],"affiliations":[{"raw_affiliation_string":"Zhengzhou University,Zhengzhou,China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115602037","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0002-1243-0177"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["Huazhong University of Science and Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100356724","display_name":"Zhe Li","orcid":"https://orcid.org/0009-0009-3725-2248"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Li","raw_affiliation_strings":["Huazhong University of Science and Technology,Wuhan,China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5109542432"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18451755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.988099992275238,"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":0.9872999787330627,"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/process","display_name":"Process (computing)","score":0.5976063013076782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5694035291671753},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5175449252128601},{"id":"https://openalex.org/keywords/diffusion-process","display_name":"Diffusion process","score":0.4965839982032776},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.48390206694602966},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.45883244276046753},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.24624574184417725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18875980377197266},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16960522532463074},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10133397579193115},{"id":"https://openalex.org/keywords/innovation-diffusion","display_name":"Innovation diffusion","score":0.09379836916923523}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5976063013076782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5694035291671753},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5175449252128601},{"id":"https://openalex.org/C68710425","wikidata":"https://www.wikidata.org/wiki/Q5275442","display_name":"Diffusion process","level":3,"score":0.4965839982032776},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.48390206694602966},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.45883244276046753},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.24624574184417725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18875980377197266},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16960522532463074},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10133397579193115},{"id":"https://openalex.org/C3017618536","wikidata":"https://www.wikidata.org/wiki/Q304994","display_name":"Innovation diffusion","level":2,"score":0.09379836916923523},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme57554.2024.10687563","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icme57554.2024.10687563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2386796262","https://openalex.org/W2354853573","https://openalex.org/W3092433872","https://openalex.org/W2064306826","https://openalex.org/W2924020013","https://openalex.org/W2075187783","https://openalex.org/W2807797544","https://openalex.org/W2057463076","https://openalex.org/W2614023814","https://openalex.org/W2383408482"],"abstract_inverted_index":{"Based":[0,130],"on":[1,62,131],"the":[2,39,57,92,132,144],"recent":[3],"popularity":[4],"of":[5,24],"diffusion":[6,13,59],"models,":[7],"we":[8,69,105],"have":[9,143,154],"proposed":[10],"a":[11,71,86,107,115],"tensor-based":[12,72,108],"model":[14,60],"for":[15,45],"3D":[16,48,78,148,161],"shape":[17,29,31,35,97,162],"generation":[18,163],"(TD3D).":[19],"This":[20],"generator":[21],"is":[22,89,121],"capable":[23],"tasks":[25],"such":[26],"as":[27],"unconditional":[28],"generation,":[30],"completion":[32],"and":[33,54,83,102,126,142],"cross-modal":[34],"generation.":[36],"TD3D":[37,135],"utilizes":[38],"Vector":[40],"Quantized":[41],"Variational":[42],"Autoencoder":[43],"(VQ-VAE)":[44],"encoding,":[46],"compressing":[47],"shapes":[49,149],"into":[50],"compact":[51],"latent":[52],"representations,":[53],"then":[55],"learns":[56],"discrete":[58],"based":[61],"it.":[63],"To":[64,76,95],"preserve":[65],"high-dimensional":[66],"feature":[67],"information,":[68],"propose":[70],"noise":[73],"injection":[74],"process.":[75,94],"capture":[77],"features":[79,98],"in":[80,159],"space":[81],"faster":[82],"use":[84],"them,":[85],"ResNet3D":[87,101],"module":[88],"introduced":[90],"during":[91],"denoising":[93],"fuse":[96],"obtained":[99],"from":[100],"Self-Attention":[103,109],"mechanisms,":[104],"employ":[106],"mechanism":[110],"(T-SA)":[111],"fusion":[112],"method.":[113],"Lastly,":[114],"ResNet3D-assisted":[116],"Multi-Frequency":[117],"Fusion":[118],"Module":[119],"(R-MFM)":[120],"designed":[122],"to":[123,146],"aggregate":[124],"high":[125,137],"low":[127],"frequency":[128],"features.":[129],"aforementioned":[133],"design,":[134],"provides":[136],"fidelity,":[138],"diverse":[139],"generated":[140],"samples,":[141],"ability":[145],"generate":[147],"across":[150],"modalities.":[151],"Extensive":[152],"experiments":[153],"demonstrated":[155],"its":[156],"superior":[157],"performance":[158],"various":[160],"tasks.":[164]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
