{"id":"https://openalex.org/W7165050671","doi":"https://doi.org/10.1109/pacificvis68791.2026.00041","title":"InfoCIR: Multimedia Analysis for Composed Image Retrieval","display_name":"InfoCIR: Multimedia Analysis for Composed Image Retrieval","publication_year":2026,"publication_date":"2026-04-20","ids":{"openalex":"https://openalex.org/W7165050671","doi":"https://doi.org/10.1109/pacificvis68791.2026.00041"},"language":null,"primary_location":{"id":"doi:10.1109/pacificvis68791.2026.00041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis68791.2026.00041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 19th Pacific Visualization Conference (PacificVis)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2602.13402","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092711674","display_name":"Ioannis Dravilas","orcid":"https://orcid.org/0009-0009-3859-2412"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ioannis Dravilas","raw_affiliation_strings":["University of Amsterdam,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138785235","display_name":"Ioannis Kapetangeorgis","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ioannis Kapetangeorgis","raw_affiliation_strings":["University of Amsterdam,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126204750","display_name":"Anastasios Latsoudis","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Anastasios Latsoudis","raw_affiliation_strings":["University of Amsterdam,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126203205","display_name":"Conor McCarthy","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Conor McCarthy","raw_affiliation_strings":["University of Amsterdam,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001027132","display_name":"Gon\u00e7alo Marcelino","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gon\u00e7alo Marcelino","raw_affiliation_strings":["University of Amsterdam,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070684680","display_name":"Marcel Worring","orcid":"https://orcid.org/0000-0003-4097-4136"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marcel Worring","raw_affiliation_strings":["University of Amsterdam,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"334"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9287999868392944,"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":0.9287999868392944,"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":0.019899999722838402,"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/T11439","display_name":"Video Analysis and Summarization","score":0.008899999782443047,"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/image-retrieval","display_name":"Image retrieval","score":0.5699999928474426},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4162999987602234},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.349700003862381},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.31360000371932983},{"id":"https://openalex.org/keywords/video-retrieval","display_name":"Video retrieval","score":0.2824999988079071},{"id":"https://openalex.org/keywords/closed-captioning","display_name":"Closed captioning","score":0.2775000035762787},{"id":"https://openalex.org/keywords/document-retrieval","display_name":"Document retrieval","score":0.27219998836517334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7005000114440918},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5699999928474426},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4542999863624573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.438400000333786},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41830000281333923},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4162999987602234},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.349700003862381},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3230000138282776},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.31360000371932983},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.29319998621940613},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.2824999988079071},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.2775000035762787},{"id":"https://openalex.org/C161156560","wikidata":"https://www.wikidata.org/wiki/Q1638872","display_name":"Document retrieval","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C2776318140","wikidata":"https://www.wikidata.org/wiki/Q6934776","display_name":"Multimedia information retrieval","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C119657128","wikidata":"https://www.wikidata.org/wiki/Q11633","display_name":"Photography","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2606000006198883},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.2524000108242035},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2513999938964844},{"id":"https://openalex.org/C146044194","wikidata":"https://www.wikidata.org/wiki/Q5157334","display_name":"Computational photography","level":4,"score":0.2506999969482422}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pacificvis68791.2026.00041","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pacificvis68791.2026.00041","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 19th Pacific Visualization Conference (PacificVis)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2602.13402","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2602.13402","pdf_url":"https://arxiv.org/pdf/2602.13402","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2602.13402","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2602.13402","pdf_url":"https://arxiv.org/pdf/2602.13402","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7165050671.pdf","grobid_xml":"https://content.openalex.org/works/W7165050671.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Composed":[0],"Image":[1],"Retrieval":[2],"(CIR)":[3],"allows":[4,168],"users":[5,102],"to":[6,175],"search":[7],"for":[8,124,136,204],"images":[9],"by":[10,32,75],"combining":[11],"a":[12,16,37,67,83,89,96,114,205],"reference":[13],"image":[14,104],"with":[15,51,95,179],"text":[17,106],"prompt":[18,80,144,191],"that":[19,44,71,99,146,184],"describes":[20],"desired":[21],"modifications.":[22],"While":[23],"vision-language":[24],"models":[25],"like":[26],"CLIP":[27],"have":[28],"popularized":[29],"this":[30,73],"task":[31],"embedding":[33,52],"multiple":[34],"modalities":[35],"into":[36,113],"joint":[38],"space,":[39],"developers":[40],"still":[41],"lack":[42],"tools":[43],"reveal":[45],"how":[46,152],"these":[47,153],"multimodal":[48],"prompts":[49],"interact":[50],"spaces":[53],"and":[54,79,121,132,139,150,172,193],"why":[55],"small":[56],"wording":[57],"changes":[58,154],"can":[59],"dramatically":[60],"alter":[61],"the":[62,110,156],"results.":[63],"We":[64,182],"present":[65],"InfoCIR,":[66],"visual":[68],"analytics":[69],"system":[70],"closes":[72],"gap":[74],"coupling":[76],"retrieval,":[77],"explainability,":[78],"engineering":[81],"in":[82,178],"single,":[84],"interactive":[85],"dashboard.":[86],"InfoCIR":[87,185],"integrates":[88],"state-of-the-art":[90],"CIR":[91],"back-end":[92],"(SEARLE":[93],"arXiv:2303.15247)":[94],"six-panel":[97],"interface":[98],"(i)":[100],"lets":[101],"compose":[103],"+":[105],"queries,":[107],"(ii)":[108],"projects":[109],"top-k":[111],"results":[112],"low-dimensional":[115],"space":[116],"using":[117],"Uniform":[118],"Manifold":[119],"Approximation":[120],"Projection":[122],"(UMAP)":[123],"spatial":[125],"reasoning,":[126],"(iii)":[127],"overlays":[128],"similarity-based":[129],"saliency":[130],"maps":[131],"gradient-derived":[133],"token-attribution":[134],"bars":[135],"local":[137],"explanation,":[138],"(iv)":[140],"employs":[141],"an":[142],"LLM-powered":[143],"enhancer":[145],"generates":[147],"counterfactual":[148],"variants":[149],"visualizes":[151],"affect":[155],"ranking":[157],"of":[158],"user-selected":[159],"target":[160],"images.":[161],"A":[162],"modular":[163],"architecture":[164],"built":[165],"on":[166],"Plotly-Dash":[167],"new":[169],"models,":[170],"datasets,":[171],"attribution":[173],"methods":[174],"be":[176],"plugged":[177],"minimal":[180],"effort.":[181],"argue":[183],"helps":[186],"diagnose":[187],"retrieval":[188],"failures,":[189],"guides":[190],"enhancement,":[192],"accelerates":[194],"insight":[195],"generation":[196],"during":[197],"model":[198],"development.":[199],"All":[200],"source":[201],"code":[202],"allowing":[203],"reproducible":[206],"demo":[207],"is":[208],"available":[209],"at":[210],"https://github.com/giannhskp/InfoCIR.":[211]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-18T00:00:00"}
