{"id":"https://openalex.org/W4317495847","doi":"https://doi.org/10.1109/ccis57298.2022.10016349","title":"InterCLIP: Adapting CLIP To Interactive Image Retrieval with Triplet Similarity","display_name":"InterCLIP: Adapting CLIP To Interactive Image Retrieval with Triplet Similarity","publication_year":2022,"publication_date":"2022-11-26","ids":{"openalex":"https://openalex.org/W4317495847","doi":"https://doi.org/10.1109/ccis57298.2022.10016349"},"language":"en","primary_location":{"id":"doi:10.1109/ccis57298.2022.10016349","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccis57298.2022.10016349","pdf_url":null,"source":{"id":"https://openalex.org/S4363608348","display_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","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/A5100329931","display_name":"Xi Chen","orcid":"https://orcid.org/0000-0002-3135-4114"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xi Chen","raw_affiliation_strings":["State Grid Hebei Information and Telecommunication Branch,Hebei,China,050000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Hebei Information and Telecommunication Branch,Hebei,China,050000","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101888897","display_name":"Rui Xin","orcid":"https://orcid.org/0000-0002-0224-3431"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rui Xin","raw_affiliation_strings":["State Grid Hebei Information and Telecommunication Branch,Hebei,China,050000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Hebei Information and Telecommunication Branch,Hebei,China,050000","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719897","display_name":"Xin Lu","orcid":"https://orcid.org/0000-0001-6486-3460"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Lu","raw_affiliation_strings":["State Grid Hebei Information and Telecommunication Branch,Hebei,China,050000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Hebei Information and Telecommunication Branch,Hebei,China,050000","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065414422","display_name":"Zhonghong Ou","orcid":"https://orcid.org/0000-0001-9987-3175"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhonghong Ou","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032751670","display_name":"Shi Lii","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Lii","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101085420","display_name":"Zijing Tian","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zijing Tian","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110956913","display_name":"Minghao Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minghao Shi","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101409295","display_name":"Shihui Liu","orcid":"https://orcid.org/0000-0003-3579-574X"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shihui Liu","raw_affiliation_strings":["University of Southampton,Southampton,British","University of Southampton, Southampton, British"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton,Southampton,British","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"University of Southampton, Southampton, British","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005632451","display_name":"Meina Song","orcid":"https://orcid.org/0000-0001-6626-9932"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meina Song","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20361863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"abs/1912.08967","issue":null,"first_page":"383","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9980000257492065,"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":0.8497496843338013},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7085709571838379},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7018264532089233},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.6327474117279053},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5976592302322388},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5833804607391357},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5686099529266357},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5432016849517822},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5023641586303711},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5014781951904297},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.43071386218070984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4116731882095337}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8497496843338013},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7085709571838379},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7018264532089233},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.6327474117279053},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5976592302322388},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5833804607391357},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5686099529266357},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5432016849517822},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5023641586303711},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5014781951904297},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.43071386218070984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4116731882095337},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis57298.2022.10016349","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccis57298.2022.10016349","pdf_url":null,"source":{"id":"https://openalex.org/S4363608348","display_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4300000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335967","display_name":"Science and Technology Project of State Grid","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1946093182","https://openalex.org/W1979931042","https://openalex.org/W1998808035","https://openalex.org/W2412393473","https://openalex.org/W2467281799","https://openalex.org/W2560730294","https://openalex.org/W2588135001","https://openalex.org/W2735001949","https://openalex.org/W2760103357","https://openalex.org/W2798951647","https://openalex.org/W2885402090","https://openalex.org/W2896457183","https://openalex.org/W2905544595","https://openalex.org/W2916723116","https://openalex.org/W2947448682","https://openalex.org/W2962964995","https://openalex.org/W2964211610","https://openalex.org/W2966715458","https://openalex.org/W2968124245","https://openalex.org/W2970231061","https://openalex.org/W2981824749","https://openalex.org/W2988823324","https://openalex.org/W3024889313","https://openalex.org/W3034366527","https://openalex.org/W3034603197","https://openalex.org/W3034655362","https://openalex.org/W3035284526","https://openalex.org/W3035323998","https://openalex.org/W3035497460","https://openalex.org/W3035517717","https://openalex.org/W3036463284","https://openalex.org/W3038703236","https://openalex.org/W3090449556","https://openalex.org/W3091588028","https://openalex.org/W3100085872","https://openalex.org/W3100623370","https://openalex.org/W3101827866","https://openalex.org/W3110536152","https://openalex.org/W3119510203","https://openalex.org/W3150955418","https://openalex.org/W3157577978","https://openalex.org/W3166396011","https://openalex.org/W3172514680","https://openalex.org/W3176372702","https://openalex.org/W3177343422","https://openalex.org/W3188851454","https://openalex.org/W3199725751","https://openalex.org/W3203247393","https://openalex.org/W3203255241","https://openalex.org/W3203893684","https://openalex.org/W4205257794","https://openalex.org/W4225832925","https://openalex.org/W4313006615","https://openalex.org/W6715144786","https://openalex.org/W6755207826","https://openalex.org/W6763623397","https://openalex.org/W6766904570","https://openalex.org/W6767279747","https://openalex.org/W6771560797","https://openalex.org/W6780783783","https://openalex.org/W6791353385","https://openalex.org/W6793664725","https://openalex.org/W6801586768"],"related_works":["https://openalex.org/W3177930984","https://openalex.org/W2052697133","https://openalex.org/W2076896210","https://openalex.org/W1606474234","https://openalex.org/W2034539438","https://openalex.org/W2384288472","https://openalex.org/W79946180","https://openalex.org/W2186394444","https://openalex.org/W2028063938","https://openalex.org/W2385736320"],"abstract_inverted_index":{"Interactive":[0],"image":[1,25,139],"retrieval":[2,136],"is":[3,15,20],"such":[4,53],"task":[5,130],"setting":[6],"where":[7,56],"a":[8,23,41,49,82,102,132],"multi-modal":[9],"query":[10],"(reference":[11],"image,":[12],"feedback":[13,32],"text)":[14],"provided,":[16],"and":[17,66,137,170],"the":[18,28,36,57,68,73,109,116,121,129,151,162,168,180],"goal":[19],"to":[21,85,94,115,127],"retrieve":[22],"target":[24],"which":[26,107,158],"satisfies":[27],"changes":[29],"described":[30],"in":[31,48],"text":[33],"based":[34],"on":[35,179],"reference":[37],"image.":[38],"It":[39],"offers":[40],"great":[42],"promise":[43],"for":[44],"better":[45],"user":[46,58],"experience":[47],"variety":[50],"of":[51,75,123,134,161],"fields":[52],"as":[54,131],"e-commerce":[55],"can":[59],"address":[60],"their":[61],"need":[62],"with":[63,148],"natural":[64],"language":[65],"find":[67],"desired":[69],"item":[70],"iteratively.":[71],"With":[72],"rising":[74],"Vision-Language":[76],"Pre-trained(VLP)":[77],"models,":[78],"it":[79],"has":[80],"become":[81],"de":[83],"facto":[84],"transfer":[86],"rich":[87],"knowledge":[88],"learned":[89],"from":[90],"large-scale":[91],"real-world":[92],"data":[93],"downstream":[95],"tasks.":[96],"In":[97],"this":[98],"work,":[99],"we":[100,125,142],"propose":[101,126],"novel":[103],"method":[104,154,175],"called":[105],"InterCLIP,":[106],"adapt":[108],"matching":[110],"oriented":[111],"VLP":[112],"model":[113],"CLIP,":[114,124],"task.":[117],"To":[118],"further":[119],"harness":[120],"power":[122],"view":[128],"combination":[133],"text-image":[135],"standard":[138],"search.":[140],"Specifically":[141],"calculate":[143],"candidate":[144],"images\u2019":[145],"similarity":[146,149],"score":[147],"within":[150,167],"triplet.":[152],"This":[153],"allows":[155],"fine-grained":[156],"modelling":[157],"takes":[159],"account":[160],"relevance":[163],"between":[164],"three":[165],"pairs":[166],"triplet,":[169],"extensive":[171],"experiments":[172],"show":[173],"our":[174],"achieves":[176],"state-of-the-art":[177],"results":[178],"FashionIQ":[181],"dataset.":[182]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
