{"id":"https://openalex.org/W4410774017","doi":"https://doi.org/10.1007/978-3-031-91907-7_11","title":"DALDA: Data Augmentation Leveraging Diffusion Model and\u00a0LLM with\u00a0Adaptive Guidance Scaling","display_name":"DALDA: Data Augmentation Leveraging Diffusion Model and\u00a0LLM with\u00a0Adaptive Guidance Scaling","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410774017","doi":"https://doi.org/10.1007/978-3-031-91907-7_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-91907-7_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91907-7_11","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/A5088896521","display_name":"Kyudan Jung","orcid":"https://orcid.org/0000-0002-5657-7533"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyuheon Jung","raw_affiliation_strings":["Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5657-7533","affiliations":[{"raw_affiliation_string":"Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003635514","display_name":"Y. I. Seo","orcid":"https://orcid.org/0009-0003-3399-8364"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongdeuk Seo","raw_affiliation_strings":["Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea"],"raw_orcid":"https://orcid.org/0009-0003-3399-8364","affiliations":[{"raw_affiliation_string":"Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027144625","display_name":"S.R. Cho","orcid":"https://orcid.org/0009-0005-5942-5358"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seongwoo Cho","raw_affiliation_strings":["Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea"],"raw_orcid":"https://orcid.org/0009-0005-5942-5358","affiliations":[{"raw_affiliation_string":"Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107832824","display_name":"Jaeyoung Kim","orcid":"https://orcid.org/0000-0003-0880-0398"},"institutions":[{"id":"https://openalex.org/I204974687","display_name":"Dong-Eui University","ror":"https://ror.org/059g69b28","country_code":"KR","type":"education","lineage":["https://openalex.org/I204974687"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaeyoung Kim","raw_affiliation_strings":["Teamreboott Inc., Busan, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-0880-0398","affiliations":[{"raw_affiliation_string":"Teamreboott Inc., Busan, South Korea","institution_ids":["https://openalex.org/I204974687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078073506","display_name":"Hyun\u2010Seok Min","orcid":"https://orcid.org/0000-0002-7435-7884"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyun-seok Min","raw_affiliation_strings":["Tomocube Inc., Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7435-7884","affiliations":[{"raw_affiliation_string":"Tomocube Inc., Daejeon, South Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084523518","display_name":"Sungchul Choi","orcid":"https://orcid.org/0000-0002-5836-3838"},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sungchul Choi","raw_affiliation_strings":["Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-5836-3838","affiliations":[{"raw_affiliation_string":"Major in Industrial Data Science and Engineering, Department of Industrial and Data Engineering, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084523518"],"corresponding_institution_ids":["https://openalex.org/I8991828"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.0956,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96388731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"182","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.992900013923645,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.992900013923645,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9833999872207642,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8387089967727661},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.6798223257064819},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5665345191955566},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.07097411155700684},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06235295534133911},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05954784154891968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8387089967727661},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.6798223257064819},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5665345191955566},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.07097411155700684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06235295534133911},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05954784154891968},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-91907-7_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-91907-7_11","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1977295328","https://openalex.org/W2081580037","https://openalex.org/W2108598243","https://openalex.org/W2115733720","https://openalex.org/W2194775991","https://openalex.org/W2533598788","https://openalex.org/W2949736877","https://openalex.org/W2962785568","https://openalex.org/W2981852735","https://openalex.org/W3035682985","https://openalex.org/W3135367836","https://openalex.org/W3153469116","https://openalex.org/W4226125322","https://openalex.org/W4281485151","https://openalex.org/W4289785095","https://openalex.org/W4312933868","https://openalex.org/W4366208220","https://openalex.org/W4378505328","https://openalex.org/W4380993529","https://openalex.org/W4386072096","https://openalex.org/W4390873054","https://openalex.org/W4390874566","https://openalex.org/W4393148714","https://openalex.org/W4402774769","https://openalex.org/W4402904017","https://openalex.org/W6607733003"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}