{"id":"https://openalex.org/W3096779235","doi":"https://doi.org/10.1007/978-3-030-62579-5_18","title":"Towards Fine-Tuning of VQA Models in Public Datasets","display_name":"Towards Fine-Tuning of VQA Models in Public Datasets","publication_year":2020,"publication_date":"2020-11-02","ids":{"openalex":"https://openalex.org/W3096779235","doi":"https://doi.org/10.1007/978-3-030-62579-5_18","mag":"3096779235"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-62579-5_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"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/A5108338671","display_name":"Miguel Ortiz","orcid":null},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"funder","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel E. Ortiz","raw_affiliation_strings":["Electronics Department, University of Alcal\u00e1 (UAH), Alcal\u00e1 de Henares, Spain"],"affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcal\u00e1 (UAH), Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077780013","display_name":"Luis M. Bergasa","orcid":"https://orcid.org/0000-0002-0087-3077"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"funder","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis M. Bergasa","raw_affiliation_strings":["Electronics Department, University of Alcal\u00e1 (UAH), Alcal\u00e1 de Henares, Spain"],"affiliations":[{"raw_affiliation_string":"Electronics Department, University of Alcal\u00e1 (UAH), Alcal\u00e1 de Henares, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023114838","display_name":"Roberto Arroyo","orcid":"https://orcid.org/0000-0003-2649-0477"},"institutions":[],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Arroyo","raw_affiliation_strings":["R&D AI Department, Nielsen Connect, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"R&D AI Department, Nielsen Connect, Madrid, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039988872","display_name":"Sergio A. \u00c1lvarez","orcid":"https://orcid.org/0000-0001-5550-1492"},"institutions":[],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergio \u00c1lvarez","raw_affiliation_strings":["R&D AI Department, Nielsen Connect, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"R&D AI Department, Nielsen Connect, Madrid, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076891237","display_name":"Aitor Aller","orcid":null},"institutions":[],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aitor Aller","raw_affiliation_strings":["R&D AI Department, Nielsen Connect, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"R&D AI Department, Nielsen Connect, Madrid, Spain","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.096,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.386209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":60,"max":69},"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"273"},"is_retracted":false,"is_paratext":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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9984,"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":0.9974,"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/implementation","display_name":"Implementation","score":0.6388795},{"id":"https://openalex.org/keywords/representation","display_name":"Representation","score":0.5906222},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.57020795},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4337896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079919},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.67070055},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6388795},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5906222},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.57020795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.55113846},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.5397516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46627122},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4337896},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42501828},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4176435},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33592057},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.21636462},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-62579-5_18","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5365","issn":["2194-5365","2194-5357"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.51,"display_name":"Quality education"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1933349210","https://openalex.org/W2194775991","https://openalex.org/W2250539671","https://openalex.org/W2549139847","https://openalex.org/W2561715562","https://openalex.org/W2745461083","https://openalex.org/W2798786641","https://openalex.org/W2891021031","https://openalex.org/W2905571389","https://openalex.org/W2950761309","https://openalex.org/W2951619830","https://openalex.org/W2952122856","https://openalex.org/W2963954913","https://openalex.org/W2964345214","https://openalex.org/W2979382951"],"related_works":["https://openalex.org/W4226247999","https://openalex.org/W4213176082","https://openalex.org/W4200629926","https://openalex.org/W3209772662","https://openalex.org/W3157284875","https://openalex.org/W2311164424","https://openalex.org/W2259406085","https://openalex.org/W2187398150","https://openalex.org/W2147241511","https://openalex.org/W2099715052"],"abstract_inverted_index":null,"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3096779235","counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-04-15T18:55:20.575054","created_date":"2020-11-09"}