{"id":"https://openalex.org/W4392909920","doi":"https://doi.org/10.1109/icassp48485.2024.10445903","title":"Self-Distilled Dynamic Fusion Network for Language-Based Fashion Retrieval","display_name":"Self-Distilled Dynamic Fusion Network for Language-Based Fashion Retrieval","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392909920","doi":"https://doi.org/10.1109/icassp48485.2024.10445903"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10445903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5101490743","display_name":"Yiming Wu","orcid":"https://orcid.org/0000-0002-9866-669X"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Wu","raw_affiliation_strings":["Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041066318","display_name":"H. Li","orcid":"https://orcid.org/0009-0002-4036-4098"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangfei Li","raw_affiliation_strings":["Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391381","display_name":"Fangfang Wang","orcid":"https://orcid.org/0000-0002-7685-5705"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]},{"id":"https://openalex.org/I4210163926","display_name":"Zhejiang Medicine (China)","ror":"https://ror.org/05h86nk22","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210163926"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfang Wang","raw_affiliation_strings":["Zhejiang Laboratory,Zhejiang,China","Zhejiang Laboratory, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Laboratory,Zhejiang,China","institution_ids":["https://openalex.org/I4210123185","https://openalex.org/I4210163926"]},{"raw_affiliation_string":"Zhejiang Laboratory, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618240","display_name":"Yilong Zhang","orcid":"https://orcid.org/0000-0002-1510-5097"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilong Zhang","raw_affiliation_strings":["Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001531117","display_name":"Ronghua Liang","orcid":"https://orcid.org/0000-0003-2077-9608"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronghua Liang","raw_affiliation_strings":["Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology,School of Computer Science and Technology,Zhejiang,China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University of Technology, Zhejiang, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0936,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7709125,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3260","last_page":"3264"},"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":0.9735000133514404,"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":0.9735000133514404,"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/T12290","display_name":"Human Motion and Animation","score":0.9333000183105469,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9006999731063843,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7370997667312622},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.510426938533783},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4996986389160156},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4455629885196686},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34630078077316284},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06762877106666565}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7370997667312622},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.510426938533783},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4996986389160156},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4455629885196686},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34630078077316284},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06762877106666565},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10445903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1003965625","display_name":null,"funder_award_id":"62202436","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320330944","display_name":"Nature","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1528802670","https://openalex.org/W2760103357","https://openalex.org/W2905544595","https://openalex.org/W3026458074","https://openalex.org/W3038703236","https://openalex.org/W3113584014","https://openalex.org/W3154902219","https://openalex.org/W3172514680","https://openalex.org/W3175684172","https://openalex.org/W3176909828","https://openalex.org/W3205173298","https://openalex.org/W3206128852","https://openalex.org/W3206569427","https://openalex.org/W4295308727","https://openalex.org/W4312940158","https://openalex.org/W4313855701","https://openalex.org/W4321372711","https://openalex.org/W4379539165","https://openalex.org/W4387968166","https://openalex.org/W4390203954","https://openalex.org/W6715144786","https://openalex.org/W6810496820"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"In":[0,53],"the":[1,9,64,70,104,133,149,159],"domain":[2],"of":[3,72,103,135,161],"language-based":[4],"fashion":[5,11],"image":[6,17,36,109],"retrieval,":[7],"pinpointing":[8],"desired":[10],"item":[12],"using":[13],"both":[14],"a":[15,49,57,100],"reference":[16,108],"and":[18,37,75,110,119,142],"its":[19],"accompanying":[20],"textual":[21],"description":[22],"is":[23],"an":[24],"intriguing":[25],"challenge.":[26],"Existing":[27],"approaches":[28,44],"lean":[29],"heavily":[30],"on":[31],"static":[32],"fusion":[33],"techniques,":[34],"intertwining":[35],"text.":[38],"Despite":[39],"their":[40,116],"commendable":[41],"advancements,":[42],"these":[43],"are":[45,82],"still":[46],"limited":[47],"by":[48,68,146],"deficiency":[50],"in":[51,84],"flexibility.":[52],"response,":[54],"we":[55,143],"propose":[56],"Self-distilled":[58],"Dynamic":[59,89],"Fusion":[60,90],"Network":[61,91],"to":[62,166],"compose":[63],"multi-granularity":[65],"features":[66],"dynamically":[67],"considering":[69],"consistency":[71],"routing":[73,105],"path":[74,128,150,154],"modality-specific":[76],"information":[77],"simultaneously.":[78],"Two":[79],"new":[80],"modules":[81],"included":[83],"our":[85,162],"proposed":[86,163],"method:":[87],"(1)":[88],"with":[92,152],"Modality":[93],"Specific":[94],"Routers.":[95],"The":[96],"dynamic":[97],"network":[98],"enables":[99],"flexible":[101],"determination":[102],"for":[106,130],"each":[107],"modification":[111],"text,":[112],"taking":[113],"into":[114],"account":[115],"distinct":[117],"semantics":[118],"distributions.":[120],"(2)":[121],"Self":[122],"Path":[123],"Distillation":[124],"Loss.":[125],"A":[126],"stable":[127],"decision":[129,151],"queries":[131],"benefits":[132],"optimization":[134],"feature":[136],"extraction":[137],"as":[138,140],"well":[139],"routing,":[141],"approach":[144],"this":[145],"progressively":[147],"refine":[148],"previous":[153],"information.":[155],"Extensive":[156],"experiments":[157],"demonstrate":[158],"effectiveness":[160],"model":[164],"compared":[165],"existing":[167],"methods.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
