{"id":"https://openalex.org/W7126073370","doi":"https://doi.org/10.1007/978-3-032-15984-7_34","title":"Style-Specific Diffusion for\u00a0Architectural Classification: Enhancing Performance Through Class-Adapted LoRA Augmentation","display_name":"Style-Specific Diffusion for\u00a0Architectural Classification: Enhancing Performance Through Class-Adapted LoRA Augmentation","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7126073370","doi":"https://doi.org/10.1007/978-3-032-15984-7_34"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-15984-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15984-7_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5124278623","display_name":"Gustavo Henrique Maia Dias","orcid":null},"institutions":[{"id":"https://openalex.org/I169045520","display_name":"Universidade Federal da Para\u00edba","ror":"https://ror.org/00p9vpz11","country_code":"BR","type":"education","lineage":["https://openalex.org/I169045520"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gustavo Henrique Maia Dias","raw_affiliation_strings":["Laboratory of Applications in Artificial Intelligence (ARIA), Federal University of Para\u00edba, Jo\u00e3o Pessoa, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-0324-1240","affiliations":[{"raw_affiliation_string":"Laboratory of Applications in Artificial Intelligence (ARIA), Federal University of Para\u00edba, Jo\u00e3o Pessoa, Brazil","institution_ids":["https://openalex.org/I169045520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061306912","display_name":"Tha\u00eds G. do R\u00eago","orcid":"https://orcid.org/0000-0002-6608-4900"},"institutions":[{"id":"https://openalex.org/I169045520","display_name":"Universidade Federal da Para\u00edba","ror":"https://ror.org/00p9vpz11","country_code":"BR","type":"education","lineage":["https://openalex.org/I169045520"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tha\u00eds Gaudencio do R\u00eago","raw_affiliation_strings":["Laboratory of Applications in Artificial Intelligence (ARIA), Federal University of Para\u00edba, Jo\u00e3o Pessoa, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-6608-4900","affiliations":[{"raw_affiliation_string":"Laboratory of Applications in Artificial Intelligence (ARIA), Federal University of Para\u00edba, Jo\u00e3o Pessoa, Brazil","institution_ids":["https://openalex.org/I169045520"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088658348","display_name":"Yuri de Almeida Malheiros Barbosa","orcid":null},"institutions":[{"id":"https://openalex.org/I169045520","display_name":"Universidade Federal da Para\u00edba","ror":"https://ror.org/00p9vpz11","country_code":"BR","type":"education","lineage":["https://openalex.org/I169045520"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Yuri de Almeida Malheiros Barbosa","raw_affiliation_strings":["Laboratory of Applications in Artificial Intelligence (ARIA), Federal University of Para\u00edba, Jo\u00e3o Pessoa, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7779-0288","affiliations":[{"raw_affiliation_string":"Laboratory of Applications in Artificial Intelligence (ARIA), Federal University of Para\u00edba, Jo\u00e3o Pessoa, Brazil","institution_ids":["https://openalex.org/I169045520"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5124278623"],"corresponding_institution_ids":["https://openalex.org/I169045520"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2887463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"501","last_page":"515"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.5012999773025513,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.5012999773025513,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.4090999960899353,"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"}},{"id":"https://openalex.org/T13342","display_name":"Art History and Market Analysis","score":0.003700000001117587,"subfield":{"id":"https://openalex.org/subfields/1213","display_name":"Visual Arts and Performing Arts"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6353999972343445},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5246999859809875},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5167999863624573},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5152000188827515},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.498199999332428},{"id":"https://openalex.org/keywords/architectural-style","display_name":"Architectural style","score":0.49320000410079956},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.47929999232292175},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42989999055862427}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8651999831199646},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6353999972343445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5960000157356262},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5246999859809875},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5167999863624573},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5152000188827515},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5023999810218811},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.498199999332428},{"id":"https://openalex.org/C2777364373","wikidata":"https://www.wikidata.org/wiki/Q32880","display_name":"Architectural style","level":3,"score":0.49320000410079956},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.47929999232292175},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42989999055862427},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.38119998574256897},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3294000029563904},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.2851000130176544},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.260699987411499}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-15984-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15984-7_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6991347074508667,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W50236904","https://openalex.org/W2023064119","https://openalex.org/W2089947415","https://openalex.org/W2338258795","https://openalex.org/W2498877656","https://openalex.org/W2566079294","https://openalex.org/W2944765259","https://openalex.org/W2954996726","https://openalex.org/W2962843773","https://openalex.org/W3168867926","https://openalex.org/W4289785095","https://openalex.org/W4312933868","https://openalex.org/W4327713864","https://openalex.org/W4366766679","https://openalex.org/W4386072096","https://openalex.org/W4386185055","https://openalex.org/W4391944408","https://openalex.org/W4400573374","https://openalex.org/W4402660140","https://openalex.org/W4406880286","https://openalex.org/W4407589902","https://openalex.org/W4408258985","https://openalex.org/W4408462177","https://openalex.org/W4409261958"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2026-01-30T00:00:00"}