{"id":"https://openalex.org/W4409992196","doi":"https://doi.org/10.1109/tvcg.2025.3566071","title":"CoARF++: Content-Aware Radiance Field Aligning Model Complexity With Scene Intricacy","display_name":"CoARF++: Content-Aware Radiance Field Aligning Model Complexity With Scene Intricacy","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4409992196","doi":"https://doi.org/10.1109/tvcg.2025.3566071","pmid":"https://pubmed.ncbi.nlm.nih.gov/40310735"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3566071","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3566071","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tvcg.2025.3566071","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101644100","display_name":"Weihang Liu","orcid":"https://orcid.org/0009-0009-5760-6437"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihang Liu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0009-5760-6437","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050007721","display_name":"Xue Xian Zheng","orcid":"https://orcid.org/0000-0003-4546-8531"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Xue Xian Zheng","raw_affiliation_strings":["Division of Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University Of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-4546-8531","affiliations":[{"raw_affiliation_string":"Division of Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University Of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuke Li","orcid":"https://orcid.org/0009-0005-3797-0806"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuke Li","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-3797-0806","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066119580","display_name":"Tareq Y. Al-Naffouri","orcid":"https://orcid.org/0000-0001-6955-4720"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Tareq Y. Al-Naffouri","raw_affiliation_strings":["Division of Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University Of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-6955-4720","affiliations":[{"raw_affiliation_string":"Division of Computer, Electrical and Mathematical Sciences and Engineering (CEMSE), King Abdullah University Of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101500646","display_name":"Jingyi Yu","orcid":"https://orcid.org/0000-0001-9198-6853"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Yu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9198-6853","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103146448","display_name":"Xin Lou","orcid":"https://orcid.org/0000-0001-7196-9861"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Lou","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-7196-9861","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.792,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90383089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"31","issue":"10","first_page":"8187","last_page":"8199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9628999829292297,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9564999938011169,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8124442100524902},{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.8037692308425903},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6112129092216492},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5212117433547974},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.448643296957016},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.41253456473350525},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3942681550979614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3402389883995056},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3243599534034729}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8124442100524902},{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.8037692308425903},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6112129092216492},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5212117433547974},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.448643296957016},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.41253456473350525},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3942681550979614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3402389883995056},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3243599534034729},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3566071","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3566071","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:40310735","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40310735","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":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tvcg.2025.3566071","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3566071","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2586654419","https://openalex.org/W2738551266","https://openalex.org/W2982479999","https://openalex.org/W2998218113","https://openalex.org/W2999803881","https://openalex.org/W3034644181","https://openalex.org/W3034887213","https://openalex.org/W3035183452","https://openalex.org/W3109585842","https://openalex.org/W3137074406","https://openalex.org/W3137147200","https://openalex.org/W3178698064","https://openalex.org/W3203806429","https://openalex.org/W3204647170","https://openalex.org/W3215769467","https://openalex.org/W4214661523","https://openalex.org/W4221151978","https://openalex.org/W4226135607","https://openalex.org/W4283034080","https://openalex.org/W4289537174","https://openalex.org/W4293811398","https://openalex.org/W4302276547","https://openalex.org/W4307313100","https://openalex.org/W4311806033","https://openalex.org/W4312234520","https://openalex.org/W4312325284","https://openalex.org/W4312718416","https://openalex.org/W4312756430","https://openalex.org/W4312820578","https://openalex.org/W4382239978","https://openalex.org/W4384499089","https://openalex.org/W4385318467","https://openalex.org/W4386113270","https://openalex.org/W4387968241","https://openalex.org/W4390872488","https://openalex.org/W4392405604","https://openalex.org/W4394595567","https://openalex.org/W4402774471","https://openalex.org/W4402961828"],"related_works":["https://openalex.org/W2896728493","https://openalex.org/W2392142157","https://openalex.org/W2043512367","https://openalex.org/W4321518006","https://openalex.org/W2331836163","https://openalex.org/W2024462231","https://openalex.org/W2005276308","https://openalex.org/W1994657804","https://openalex.org/W2157702764","https://openalex.org/W2508448752"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"the":[3,13,17,22,59,67,111,127,142,168,178],"concept":[4],"of":[5,24,113,145,181],"Content-Aware":[6,105],"Radiance":[7],"Fields":[8],"(CoARF),":[9],"which":[10],"adaptively":[11],"aligns":[12],"model":[14,30,42,160],"complexity":[15,31,69,94,147,161],"with":[16],"scene":[18,146],"intricacy.":[19],"By":[20],"examining":[21],"intricacies":[23],"radiance":[25,136,182],"fields":[26,137],"from":[27,85],"three":[28],"perspectives,":[29],"is":[32,139],"adapted":[33],"through":[34],"scalable":[35,133],"feature":[36,55],"grids,":[37],"dynamic":[38],"neural":[39],"networks,":[40],"and":[41,103,116,148,156,171],"quantization.":[43],"Specifically,":[44],"we":[45,97],"propose":[46,98],"a":[47,132,154],"hash":[48,61],"collision":[49,62],"detection":[50],"mechanism":[51],"that":[52,138],"removes":[53],"redundant":[54],"grid":[56],"by":[57,88,109],"restricting":[58],"valid":[60],"to":[63,82,141],"reasonable":[64],"level,":[65],"making":[66,110,174],"space":[68],"scalable.":[70,95],"We":[71],"introduce":[72],"an":[73],"uncertainty-aware":[74],"decoded":[75],"layer,":[76],"where":[77],"simple":[78],"points":[79],"are":[80],"early-exited":[81],"prevent":[83],"them":[84],"being":[86],"processed":[87],"deeper":[89],"network":[90],"layers,":[91],"ensuring":[92],"computational":[93],"Furthermore,":[96],"Learned":[99],"Bitwidth":[100],"Quantization":[101,106],"(LBQ)":[102],"Adversarial":[104],"(A-CAQ)":[107],"paradigms":[108],"bitwidth":[112],"parameters":[114],"differentiable":[115],"trainable,":[117],"allowing":[118],"for":[119,135,177],"adjustable":[120,157],"quantization":[121],"schemes.":[122],"Building":[123],"on":[124],"these":[125],"techniques,":[126],"proposed":[128],"CoARF++":[129],"framework":[130],"enables":[131],"pipeline":[134],"tailored":[140],"unique":[143],"characteristics":[144],"quality":[149],"requirement.":[150],"Extensive":[151],"experiments":[152],"demonstrate":[153],"significant":[155],"reduction":[158],"in":[159],"across":[162],"various":[163],"NeRF":[164],"variants,":[165],"while":[166],"maintaining":[167],"necessary":[169],"reconstruction":[170],"rendering":[172],"quality,":[173],"it":[175],"advantageous":[176],"practical":[179],"deployment":[180],"field":[183],"models.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
