{"id":"https://openalex.org/W4409262990","doi":"https://doi.org/10.1109/wacv61041.2025.00175","title":"Composed Image Retrieval for Training-FREE DOMain Conversion","display_name":"Composed Image Retrieval for Training-FREE DOMain Conversion","publication_year":2025,"publication_date":"2025-02-26","ids":{"openalex":"https://openalex.org/W4409262990","doi":"https://doi.org/10.1109/wacv61041.2025.00175"},"language":"en","primary_location":{"id":"doi:10.1109/wacv61041.2025.00175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv61041.2025.00175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)","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/A5043493670","display_name":"Nikos Efthymiadis","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Nikos Efthymiadis","raw_affiliation_strings":["Czech Technical University in Prague,VRG, FEE"],"affiliations":[{"raw_affiliation_string":"Czech Technical University in Prague,VRG, FEE","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090409177","display_name":"Bill Psomas","orcid":"https://orcid.org/0000-0001-5381-0312"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Bill Psomas","raw_affiliation_strings":["Czech Technical University in Prague,VRG, FEE"],"affiliations":[{"raw_affiliation_string":"Czech Technical University in Prague,VRG, FEE","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015862760","display_name":"Zakaria Laskar","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Zakaria Laskar","raw_affiliation_strings":["Czech Technical University in Prague,VRG, FEE"],"affiliations":[{"raw_affiliation_string":"Czech Technical University in Prague,VRG, FEE","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064461457","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039a\u03b1\u03c1\u03ac\u03bd\u03c4\u03b6\u03b1\u03bb\u03bf\u03c2","orcid":"https://orcid.org/0000-0001-8730-6245"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Karantzalos","raw_affiliation_strings":["National Technical University of Athens"],"affiliations":[{"raw_affiliation_string":"National Technical University of Athens","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030078277","display_name":"Yannis Avrithis","orcid":"https://orcid.org/0000-0001-7476-4482"},"institutions":[{"id":"https://openalex.org/I161878677","display_name":"Austrian Research Institute for Artificial Intelligence","ror":"https://ror.org/04j47vk14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I161878677","https://openalex.org/I4210107880"]},{"id":"https://openalex.org/I4210157875","display_name":"Institute of Advanced Research in Artificial Intelligence","ror":"https://ror.org/04m8gxe14","country_code":"AT","type":"facility","lineage":["https://openalex.org/I4210157875"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Yannis Avrithis","raw_affiliation_strings":["Institute of Advanced Research in Artificial Intelligence (IARAI),Austria"],"affiliations":[{"raw_affiliation_string":"Institute of Advanced Research in Artificial Intelligence (IARAI),Austria","institution_ids":["https://openalex.org/I161878677","https://openalex.org/I4210157875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019409717","display_name":"Ond\u0159ej Chum","orcid":"https://orcid.org/0000-0001-7042-1810"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ond\u0159ej Chum","raw_affiliation_strings":["Czech Technical University in Prague,VRG, FEE"],"affiliations":[{"raw_affiliation_string":"Czech Technical University in Prague,VRG, FEE","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046083819","display_name":"Giorgos Tolias","orcid":"https://orcid.org/0000-0002-9570-3870"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Giorgos Tolias","raw_affiliation_strings":["Czech Technical University in Prague,VRG, FEE"],"affiliations":[{"raw_affiliation_string":"Czech Technical University in Prague,VRG, FEE","institution_ids":["https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5043493670"],"corresponding_institution_ids":["https://openalex.org/I44504214"],"apc_list":null,"apc_paid":null,"fwci":2.6381,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88965669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1723","last_page":"1733"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9779999852180481,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9779999852180481,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9539999961853027,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9031999707221985,"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/computer-science","display_name":"Computer science","score":0.7097265720367432},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6444687843322754},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5112154483795166},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5048268437385559},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5030845999717712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.482925146818161},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.473253071308136},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37105804681777954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11001816391944885},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.059457480907440186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7097265720367432},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6444687843322754},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5112154483795166},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5048268437385559},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5030845999717712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.482925146818161},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.473253071308136},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37105804681777954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11001816391944885},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.059457480907440186},{"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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wacv61041.2025.00175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv61041.2025.00175","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)","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":94,"referenced_works":["https://openalex.org/W1534408538","https://openalex.org/W1861492603","https://openalex.org/W2108598243","https://openalex.org/W2128543433","https://openalex.org/W2170881581","https://openalex.org/W2332729875","https://openalex.org/W2340690086","https://openalex.org/W2466618734","https://openalex.org/W2467281799","https://openalex.org/W2471768434","https://openalex.org/W2560730294","https://openalex.org/W2752160731","https://openalex.org/W2776402438","https://openalex.org/W2905544595","https://openalex.org/W2942105743","https://openalex.org/W2962747232","https://openalex.org/W2962945761","https://openalex.org/W2963588253","https://openalex.org/W2964157791","https://openalex.org/W2964211610","https://openalex.org/W2969985801","https://openalex.org/W2981720610","https://openalex.org/W2985951359","https://openalex.org/W2989831903","https://openalex.org/W3026458074","https://openalex.org/W3034585290","https://openalex.org/W3035552787","https://openalex.org/W3037492894","https://openalex.org/W3091588028","https://openalex.org/W3096034082","https://openalex.org/W3172514680","https://openalex.org/W3173220247","https://openalex.org/W3175684172","https://openalex.org/W3183512266","https://openalex.org/W3195007119","https://openalex.org/W3203247393","https://openalex.org/W4286715983","https://openalex.org/W4288083516","https://openalex.org/W4292794825","https://openalex.org/W4312825288","https://openalex.org/W4312933868","https://openalex.org/W4312940158","https://openalex.org/W4313172370","https://openalex.org/W4313192503","https://openalex.org/W4382318733","https://openalex.org/W4386071633","https://openalex.org/W4386071700","https://openalex.org/W4390872636","https://openalex.org/W4390873312","https://openalex.org/W4390873539","https://openalex.org/W4393159265","https://openalex.org/W4394593090","https://openalex.org/W4394625619","https://openalex.org/W4394625750","https://openalex.org/W4402260693","https://openalex.org/W4402716416","https://openalex.org/W4402726939","https://openalex.org/W4402727158","https://openalex.org/W4403780771","https://openalex.org/W6620707391","https://openalex.org/W6631694491","https://openalex.org/W6640735957","https://openalex.org/W6658140949","https://openalex.org/W6678470764","https://openalex.org/W6685737233","https://openalex.org/W6697237495","https://openalex.org/W6742741447","https://openalex.org/W6753913250","https://openalex.org/W6755207826","https://openalex.org/W6775879477","https://openalex.org/W6778883912","https://openalex.org/W6779387320","https://openalex.org/W6789380839","https://openalex.org/W6790019176","https://openalex.org/W6791353385","https://openalex.org/W6796321801","https://openalex.org/W6800751262","https://openalex.org/W6802477624","https://openalex.org/W6810290167","https://openalex.org/W6810496820","https://openalex.org/W6811013733","https://openalex.org/W6841021368","https://openalex.org/W6841366371","https://openalex.org/W6846007759","https://openalex.org/W6849177959","https://openalex.org/W6850956941","https://openalex.org/W6852913940","https://openalex.org/W6856220499","https://openalex.org/W6857401808","https://openalex.org/W6857730641","https://openalex.org/W6858112554","https://openalex.org/W6858523144","https://openalex.org/W6862219561","https://openalex.org/W6862741695"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W3216976533","https://openalex.org/W100620283","https://openalex.org/W2495260952","https://openalex.org/W2990774877","https://openalex.org/W3093339210"],"abstract_inverted_index":{"This":[0],"work":[1],"addresses":[2],"composed":[3],"image":[4,18,45,86],"retrieval":[5],"in":[6,21,61,78],"the":[7,13,22,26,49,62,70,85,91,116],"context":[8],"of":[9,15,65,109],"domain":[10,23,117],"conversion,":[11],"where":[12],"content":[14],"a":[16,32,75,79,106,125],"query":[17,27,44],"is":[19,46,87,94],"retrieved":[20,104],"specified":[24],"by":[25,105,124],"text.":[28,118],"We":[29],"show":[30],"that":[31,59],"strong":[33],"vision-language":[34],"model":[35],"provides":[36],"sufficient":[37],"descriptive":[38],"power":[39],"without":[40],"additional":[41],"training.":[42],"The":[43],"mapped":[47,89,113],"to":[48],"text":[50,66,80,110],"input":[51],"space":[52,64,73],"using":[53,98],"textual":[54],"inversion.":[55],"Unlike":[56],"common":[57],"practice":[58],"invert":[60],"continuous":[63],"tokens,":[67],"we":[68],"use":[69],"discrete":[71],"word":[72],"via":[74],"nearest-neighbor":[76],"search":[77],"vocabulary.":[81],"With":[82],"this":[83],"inversion,":[84],"softly":[88],"across":[90],"vocabulary":[92],"and":[93,130],"made":[95],"more":[96],"robust":[97],"retrieval-based":[99],"augmentation.":[100],"Database":[101],"images":[102],"are":[103],"weighted":[107],"ensemble":[108],"queries":[111],"combining":[112],"words":[114],"with":[115],"Our":[119],"method":[120],"outperforms":[121],"prior":[122],"art":[123],"large":[126],"margin":[127],"on":[128],"standard":[129],"newly":[131],"introduced":[132],"benchmarks.":[133],"Code:":[134],"https://github.com/NikosEfth/freedom":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
