{"id":"https://openalex.org/W7130576212","doi":"https://doi.org/10.1109/ictc66702.2025.11388942","title":"Balancing Fidelity and Efficiency for Efficient Automatic Text-to-3D Asset Generation Pipelines","display_name":"Balancing Fidelity and Efficiency for Efficient Automatic Text-to-3D Asset Generation Pipelines","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W7130576212","doi":"https://doi.org/10.1109/ictc66702.2025.11388942"},"language":null,"primary_location":{"id":"doi:10.1109/ictc66702.2025.11388942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc66702.2025.11388942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 16th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100682709","display_name":"Nayeon Kim","orcid":"https://orcid.org/0009-0003-5000-582X"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Nayeon Kim","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Media Research Division,Daejeon,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Media Research Division,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126430755","display_name":"Won-Joo Park","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won-Joo Park","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Media Research Division,Daejeon,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Media Research Division,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.23010000586509705,"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":0.23010000586509705,"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/T12377","display_name":"Digital Humanities and Scholarship","score":0.18459999561309814,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.11299999803304672,"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/fidelity","display_name":"Fidelity","score":0.5497999787330627},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5364999771118164},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.45969998836517334},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.43689998984336853},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42149999737739563},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.39739999175071716},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.36239999532699585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6306999921798706},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5497999787330627},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5364999771118164},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.45969998836517334},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.43689998984336853},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42149999737739563},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.39739999175071716},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3352999985218048},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.32749998569488525},{"id":"https://openalex.org/C20574231","wikidata":"https://www.wikidata.org/wiki/Q844605","display_name":"Backward compatibility","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C2776517139","wikidata":"https://www.wikidata.org/wiki/Q873442","display_name":"Asset management","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C2992829110","wikidata":"https://www.wikidata.org/wiki/Q3921615","display_name":"First generation","level":3,"score":0.27320000529289246},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.27140000462532043},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.2694999873638153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc66702.2025.11388942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc66702.2025.11388942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 16th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6728953123092651}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3177150154","https://openalex.org/W3206060468","https://openalex.org/W3207409407","https://openalex.org/W4402753977"],"related_works":[],"abstract_inverted_index":{"Text-to-3D":[0],"generation":[1,56,139],"has":[2],"become":[3],"increasingly":[4],"important":[5],"in":[6,17,58],"content":[7],"creation":[8],"industries":[9],"for":[10,127,135],"rapid":[11],"previsualization":[12],"workflows.":[13],"While":[14],"recent":[15],"advances":[16],"models":[18,115],"like":[19],"TRELLIS":[20,59],"have":[21],"demonstrated":[22],"remarkable":[23],"capabilities,":[24],"the":[25],"impact":[26],"of":[27,46],"Large":[28],"Language":[29],"Model":[30],"(LLM)-based":[31],"prompt":[32],"augmentation":[33],"on":[34],"3D":[35,55,137],"asset":[36,138],"quality":[37,57,112],"remains":[38],"underexplored.":[39],"This":[40],"paper":[41],"presents":[42],"a":[43],"comprehensive":[44],"analysis":[45],"how":[47],"different":[48],"LLM":[49,64],"architectures":[50,72],"and":[51,70,77],"model":[52,91],"sizes":[53],"affect":[54],"pipelines.":[60,140],"We":[61,104],"evaluate":[62],"multiple":[63],"variants":[65],"across":[66],"Gemma3,":[67],"Qwen3,":[68],"Llama3.1,":[69],"DeepSeek-R1":[71],"using":[73],"FD<inf":[74],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[75],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">DINOv2</inf>":[76],"dual":[78],"CLIP":[79],"metrics.":[80],"Our":[81],"findings":[82],"reveal":[83],"that":[84,106],"architectural":[85],"compatibility":[86],"is":[87,133],"more":[88],"critical":[89],"than":[90],"size,":[92],"with":[93],"performance":[94],"variations":[95,101],"within":[96],"size":[97],"categories":[98],"often":[99],"exceeding":[100],"between":[102],"categories.":[103],"demonstrate":[105],"smaller":[107],"LLMs":[108],"can":[109],"achieve":[110],"comparable":[111],"to":[113],"larger":[114],"while":[116],"offering":[117],"significant":[118],"computational":[119],"cost":[120],"savings.":[121],"These":[122],"results":[123],"provide":[124],"practical":[125],"guidance":[126],"industrial":[128],"deployment":[129],"where":[130],"resource":[131],"efficiency":[132],"crucial":[134],"large-scale":[136]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-02-20T00:00:00"}