{"id":"https://openalex.org/W4400526397","doi":"https://doi.org/10.1145/3626772.3657826","title":"Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts","display_name":"Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400526397","doi":"https://doi.org/10.1145/3626772.3657826"},"language":"en","primary_location":{"id":"doi:10.1145/3626772.3657826","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626772.3657826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"type":"conference-paper","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/A5103326425","display_name":"Kai Wang","orcid":"https://orcid.org/0009-0007-0468-5034"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0007-0468-5034","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103326319","display_name":"Jiayang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayang Liu","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0006-4257-096X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009074046","display_name":"Xing Xu","orcid":"https://orcid.org/0000-0001-5685-3123"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Xu","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-5685-3123","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036987388","display_name":"Jingkuan Song","orcid":"https://orcid.org/0000-0002-2549-8322"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingkuan Song","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-2549-8322","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352180","display_name":"Xin Liu","orcid":"https://orcid.org/0000-0002-0011-6260"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["College of Computer Science and Technology, Huaqiao University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-0011-6260","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Huaqiao University, Xiamen, China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052993469","display_name":"Heng Tao Shen","orcid":"https://orcid.org/0000-0002-2999-2088"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Tao Shen","raw_affiliation_strings":["College of Electronic and Information Engineering, Tongji University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2999-2088","affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994000196456909,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9889000058174133,"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":0.7729193568229675},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6172593832015991},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5541509985923767},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5227175354957581},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4890635907649994},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4886365532875061},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4459559917449951},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08581778407096863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7729193568229675},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6172593832015991},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5541509985923767},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5227175354957581},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4890635907649994},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4886365532875061},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4459559917449951},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08581778407096863},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626772.3657826","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626772.3657826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6467837527","display_name":null,"funder_award_id":"62222203,62072080","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2022692239","https://openalex.org/W2031476339","https://openalex.org/W2053667957","https://openalex.org/W2059186503","https://openalex.org/W2082453965","https://openalex.org/W2100911004","https://openalex.org/W2107925163","https://openalex.org/W2111993661","https://openalex.org/W2130660124","https://openalex.org/W2132201434","https://openalex.org/W2133247801","https://openalex.org/W2170881581","https://openalex.org/W2194775991","https://openalex.org/W2211092169","https://openalex.org/W2369778453","https://openalex.org/W2467281799","https://openalex.org/W2627183927","https://openalex.org/W2752160731","https://openalex.org/W2776402438","https://openalex.org/W2789433008","https://openalex.org/W2964126011","https://openalex.org/W2971209824","https://openalex.org/W2981720610","https://openalex.org/W3105655001","https://openalex.org/W3149860822","https://openalex.org/W3159481202","https://openalex.org/W3175759175","https://openalex.org/W3195007119","https://openalex.org/W4214597897","https://openalex.org/W4224211001","https://openalex.org/W4240153047","https://openalex.org/W4284675277","https://openalex.org/W4286715983","https://openalex.org/W4287121196","https://openalex.org/W4304083155","https://openalex.org/W4304091961","https://openalex.org/W4306913475","https://openalex.org/W4312519428","https://openalex.org/W4313192503","https://openalex.org/W4386038408","https://openalex.org/W4387968696","https://openalex.org/W4390872746","https://openalex.org/W6796487566","https://openalex.org/W6810297391"],"related_works":["https://openalex.org/W2396760013","https://openalex.org/W45217788","https://openalex.org/W1986902711","https://openalex.org/W2655467144","https://openalex.org/W2171776552","https://openalex.org/W2148433556","https://openalex.org/W98391849","https://openalex.org/W1600907701","https://openalex.org/W2062250142","https://openalex.org/W53120221"],"abstract_inverted_index":{"Unsupervised":[0],"cross-domain":[1],"image":[2],"retrieval":[3,9],"is":[4,139],"designed":[5],"to":[6,35,103,123,145,161],"facilitate":[7],"the":[8,20,36,47,55,71,82,97,127,134,142,152,158,163,187],"between":[10,130],"images":[11],"in":[12,15,76,141],"different":[13,108,113],"domains":[14],"an":[16],"unsupervised":[17],"way.":[18],"Without":[19],"guidance":[21],"of":[22,42,50,66,73,92,100],"labels,":[23],"both":[24],"intra-domain":[25],"semantic":[26,30,52,120,128,147,164],"learning":[27,38],"and":[28],"inter-domain":[29],"alignment":[31],"pose":[32],"significant":[33],"challenges":[34,44],"model's":[37,83],"process.":[39],"The":[40,175],"resolution":[41],"these":[43],"relies":[45],"on":[46,58,85,110,157,170],"accurate":[48],"capture":[49],"domain-invariant":[51],"features":[53,88],"by":[54],"model.":[56,69],"Based":[57],"this":[59],"consideration,":[60],"we":[61,80,117,150],"propose":[62],"our":[63,184],"Semantic-Attended":[64],"Mixture":[65],"Experts":[67],"(SA-MoE)":[68],"Leveraging":[70],"proficiency":[72],"MoE":[74],"network":[75],"capturing":[77],"visual":[78],"features,":[79],"enhance":[81],"focus":[84],"semantically":[86],"relevant":[87],"through":[89],"a":[90],"series":[91],"strategies.":[93],"We":[94,166],"first":[95],"utilize":[96],"self-attention":[98],"mechanism":[99],"Vision":[101],"Transformer":[102],"adaptively":[104],"collect":[105],"information":[106,155],"with":[107,179],"weights":[109],"instances":[111],"from":[112],"domains.":[114],"In":[115],"addition,":[116],"introduce":[118],"contextual":[119],"association":[121,135],"metrics":[122,153],"more":[124],"accurately":[125],"measure":[126],"relatedness":[129],"instances.":[131],"By":[132],"utilizing":[133],"metrics,":[136],"secondary":[137],"clustering":[138],"performed":[140],"feature":[143],"space":[144],"reinforce":[146],"relationships.":[148],"Finally,":[149],"employ":[151],"for":[154],"selection":[156],"fused":[159],"data":[160],"remove":[162],"noise.":[165],"conduct":[167],"extensive":[168],"experiments":[169],"three":[171],"widely":[172],"used":[173],"datasets.":[174],"consistent":[176],"comparison":[177],"results":[178],"existing":[180],"methods":[181],"indicate":[182],"that":[183],"model":[185],"possesses":[186],"state-of-the-art":[188],"performance.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
