{"id":"https://openalex.org/W7129602184","doi":"https://doi.org/10.1109/icipw68931.2025.11386096","title":"Structure-Guided Semantic Attribute Transfer in Diffusion Models","display_name":"Structure-Guided Semantic Attribute Transfer in Diffusion Models","publication_year":2025,"publication_date":"2025-09-14","ids":{"openalex":"https://openalex.org/W7129602184","doi":"https://doi.org/10.1109/icipw68931.2025.11386096"},"language":null,"primary_location":{"id":"doi:10.1109/icipw68931.2025.11386096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icipw68931.2025.11386096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Image Processing Workshops (ICIPW)","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/A5028893407","display_name":"Dasol Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dasol Jeong","raw_affiliation_strings":["Chung-Ang University,Department of Image"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University,Department of Image","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087824163","display_name":"Donggoo Kang","orcid":"https://orcid.org/0000-0001-6959-1361"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Donggoo Kang","raw_affiliation_strings":["Chung-Ang University,Department of Image"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University,Department of Image","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029216338","display_name":"Hasil Park","orcid":"https://orcid.org/0000-0001-9882-6094"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hasil Park","raw_affiliation_strings":["Chung-Ang University,Department of Image"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University,Department of Image","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094189183","display_name":"Joonki Paik","orcid":null},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonki Paik","raw_affiliation_strings":["Chung-Ang University,Department of Image"],"affiliations":[{"raw_affiliation_string":"Chung-Ang University,Department of Image","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028893407"],"corresponding_institution_ids":["https://openalex.org/I67900169"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74105937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"304","last_page":"309"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9876000285148621,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9876000285148621,"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/T11448","display_name":"Face recognition and analysis","score":0.00800000037997961,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.00039999998989515007,"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/consistency","display_name":"Consistency (knowledge bases)","score":0.53329998254776},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4878000020980835},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.427700012922287},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4165000021457672},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.41280001401901245},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4000999927520752},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.38690000772476196},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.3783000111579895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6721000075340271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5368000268936157},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.53329998254776},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4878000020980835},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.427700012922287},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.41280001401901245},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4000999927520752},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.3783000111579895},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3555000126361847},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.3343999981880188},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3336000144481659},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.33180001378059387},{"id":"https://openalex.org/C2776674983","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image editing","level":3,"score":0.31929999589920044},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29109999537467957},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C68710425","wikidata":"https://www.wikidata.org/wiki/Q5275442","display_name":"Diffusion process","level":3,"score":0.2842000126838684},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2793999910354614},{"id":"https://openalex.org/C2779178101","wikidata":"https://www.wikidata.org/wiki/Q6987274","display_name":"Negative transfer","level":3,"score":0.2702000141143799},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.2687000036239624},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.26170000433921814},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icipw68931.2025.11386096","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icipw68931.2025.11386096","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Image Processing Workshops (ICIPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W3034600949","https://openalex.org/W4312933868","https://openalex.org/W4386076532","https://openalex.org/W4390873195","https://openalex.org/W4390873489","https://openalex.org/W4394596927","https://openalex.org/W4394597158","https://openalex.org/W4404371545","https://openalex.org/W4409262782"],"related_works":[],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,19,36,44],"training-free":[3,86],"framework":[4],"for":[5,79],"reference-guided":[6],"style":[7,117],"transfer":[8,75,118],"using":[9],"diffusion":[10,100],"models.":[11],"Our":[12,85],"method":[13,68],"preserves":[14],"the":[15,51,61,77,91,98],"structural":[16],"layout":[17],"of":[18,93],"source":[20],"image":[21],"while":[22],"injecting":[23],"semantic":[24],"attributes\u2014such":[25],"as":[26],"facial":[27],"components":[28],"in":[29,34],"humans":[30],"or":[31,82],"fur":[32],"texture":[33],"animals\u2014from":[35],"reference":[37],"image.":[38],"To":[39],"achieve":[40],"this,":[41],"we":[42,103],"introduce":[43],"stage-wise":[45],"latent":[46],"injection":[47],"strategy":[48],"that":[49],"dis-entangles":[50],"editing":[52],"process":[53],"into":[54],"structure-preserving":[55],"and":[56,71],"attribute-integrating":[57],"phases.":[58],"By":[59],"manipulating":[60],"internal":[62],"attention":[63],"layers":[64],"across":[65,123],"timesteps,":[66],"our":[67],"enables":[69],"local-ized":[70],"semantically":[72],"aligned":[73],"attribute":[74],"without":[76],"need":[78],"task-specific":[80,95],"fine-tuning":[81,96],"external":[83],"supervision.":[84],"setting":[87],"refers":[88],"specifically":[89],"to":[90,107],"absence":[92],"any":[94],"on":[97],"pre-trained":[99],"model.":[101],"Additionally,":[102],"incorporate":[104],"null-text":[105],"inversion":[106],"reinforce":[108],"identity":[109],"consistency":[110],"during":[111],"sampling.":[112],"Experimental":[113],"results":[114],"demonstrate":[115],"high-quality":[116],"with":[119],"strong":[120],"structure-attribute":[121],"separation":[122],"varied":[124],"domains.":[125]},"counts_by_year":[],"updated_date":"2026-02-19T06:27:42.648592","created_date":"2026-02-18T00:00:00"}