{"id":"https://openalex.org/W4403069749","doi":"https://doi.org/10.1007/978-3-031-72117-5_10","title":"CAR-MFL: Cross-Modal Augmentation by\u00a0Retrieval for\u00a0Multimodal Federated Learning with\u00a0Missing Modalities","display_name":"CAR-MFL: Cross-Modal Augmentation by\u00a0Retrieval for\u00a0Multimodal Federated Learning with\u00a0Missing Modalities","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403069749","doi":"https://doi.org/10.1007/978-3-031-72117-5_10"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72117-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72117-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5022583827","display_name":"Pranav Poudel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093402","display_name":"Nepal Development Research Institute","ror":"https://ror.org/00fp8n517","country_code":"NP","type":"nonprofit","lineage":["https://openalex.org/I4210093402"]},{"id":"https://openalex.org/I4210125634","display_name":"Sphere Medical (United Kingdom)","ror":"https://ror.org/02tkzjy36","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210125634"]},{"id":"https://openalex.org/I4210144597","display_name":"Institute for Social and Environmental Research-Nepal","ror":"https://ror.org/04xam4r33","country_code":"NP","type":"nonprofit","lineage":["https://openalex.org/I4210144597"]}],"countries":["GB","NP"],"is_corresponding":false,"raw_author_name":"Pranav Poudel","raw_affiliation_strings":["Fogsphere (Redev.AI), London, UK","NepAl Applied Mathematics and Informatics Institute for Research, Lalitpur, Nepal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fogsphere (Redev.AI), London, UK","institution_ids":["https://openalex.org/I4210125634"]},{"raw_affiliation_string":"NepAl Applied Mathematics and Informatics Institute for Research, Lalitpur, Nepal","institution_ids":["https://openalex.org/I4210093402","https://openalex.org/I4210144597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101663659","display_name":"Prashant Shrestha","orcid":"https://orcid.org/0000-0002-0221-4032"},"institutions":[{"id":"https://openalex.org/I4210093402","display_name":"Nepal Development Research Institute","ror":"https://ror.org/00fp8n517","country_code":"NP","type":"nonprofit","lineage":["https://openalex.org/I4210093402"]},{"id":"https://openalex.org/I4210144597","display_name":"Institute for Social and Environmental Research-Nepal","ror":"https://ror.org/04xam4r33","country_code":"NP","type":"nonprofit","lineage":["https://openalex.org/I4210144597"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"Prashant Shrestha","raw_affiliation_strings":["NepAl Applied Mathematics and Informatics Institute for Research, Lalitpur, Nepal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NepAl Applied Mathematics and Informatics Institute for Research, Lalitpur, Nepal","institution_ids":["https://openalex.org/I4210093402","https://openalex.org/I4210144597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093487050","display_name":"Sanskar Amgain","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093402","display_name":"Nepal Development Research Institute","ror":"https://ror.org/00fp8n517","country_code":"NP","type":"nonprofit","lineage":["https://openalex.org/I4210093402"]},{"id":"https://openalex.org/I4210144597","display_name":"Institute for Social and Environmental Research-Nepal","ror":"https://ror.org/04xam4r33","country_code":"NP","type":"nonprofit","lineage":["https://openalex.org/I4210144597"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"Sanskar Amgain","raw_affiliation_strings":["NepAl Applied Mathematics and Informatics Institute for Research, Lalitpur, Nepal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NepAl Applied Mathematics and Informatics Institute for Research, Lalitpur, Nepal","institution_ids":["https://openalex.org/I4210093402","https://openalex.org/I4210144597"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043846392","display_name":"Yash Raj Shrestha","orcid":"https://orcid.org/0000-0002-2699-4723"},"institutions":[{"id":"https://openalex.org/I97565354","display_name":"University of Lausanne","ror":"https://ror.org/019whta54","country_code":"CH","type":"education","lineage":["https://openalex.org/I97565354"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Yash Raj Shrestha","raw_affiliation_strings":["University of Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I97565354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008803380","display_name":"Prashnna Gyawali","orcid":"https://orcid.org/0000-0003-1201-6993"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashnna Gyawali","raw_affiliation_strings":["West Virginia University, Morgantown, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Virginia University, Morgantown, USA","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063234434","display_name":"Binod Bhattarai","orcid":"https://orcid.org/0000-0001-7171-6469"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Binod Bhattarai","raw_affiliation_strings":["University of Aberdeen, Aberdeen, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Aberdeen, Aberdeen, UK","institution_ids":["https://openalex.org/I195460627"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5063234434"],"corresponding_institution_ids":["https://openalex.org/I195460627"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.8208,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.95609834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"102","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.996999979019165,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.992900013923645,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8547083735466003},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.7019816637039185},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6146966814994812},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4371717572212219},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4296111762523651},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3367004990577698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8547083735466003},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.7019816637039185},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6146966814994812},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4371717572212219},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4296111762523651},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3367004990577698},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-72117-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72117-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1578378315","https://openalex.org/W2152772232","https://openalex.org/W2194775991","https://openalex.org/W2891977434","https://openalex.org/W2963466845","https://openalex.org/W2995225687","https://openalex.org/W3122794187","https://openalex.org/W3127597934","https://openalex.org/W3164654615","https://openalex.org/W3189545149","https://openalex.org/W4295935531","https://openalex.org/W4295951577","https://openalex.org/W4383753827","https://openalex.org/W4386387104","https://openalex.org/W4387225566","https://openalex.org/W4387225577","https://openalex.org/W4387225969","https://openalex.org/W4390872339","https://openalex.org/W4391247745","https://openalex.org/W4404554717","https://openalex.org/W6600002382","https://openalex.org/W6600165366","https://openalex.org/W6601439933","https://openalex.org/W6702248584","https://openalex.org/W6742926481","https://openalex.org/W6845284132"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2011264131","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2890132085","https://openalex.org/W4301143707","https://openalex.org/W2952745240","https://openalex.org/W3204019825"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}