{"id":"https://openalex.org/W2980742775","doi":"https://doi.org/10.1007/978-3-030-33778-0_14","title":"Deep Learning Does Not Generalize Well to Recognizing Cats and Dogs in Chinese Paintings","display_name":"Deep Learning Does Not Generalize Well to Recognizing Cats and Dogs in Chinese Paintings","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2980742775","doi":"https://doi.org/10.1007/978-3-030-33778-0_14","mag":"2980742775"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-33778-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33778-0_14","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/A5103021384","display_name":"Qianqian Gu","orcid":"https://orcid.org/0000-0002-9329-6554"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Qianqian Gu","raw_affiliation_strings":["The University of Manchester, Manchester, M13 9PL, UK"],"affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, M13 9PL, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020822487","display_name":"Ross D. King","orcid":"https://orcid.org/0000-0001-7208-4387"},"institutions":[{"id":"https://openalex.org/I125680101","display_name":"Turing Institute","ror":"https://ror.org/02x2mw849","country_code":"GB","type":"facility","lineage":["https://openalex.org/I125680101"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ross King","raw_affiliation_strings":["The Alan Turing Institute, London, NW1 2DB, UK"],"affiliations":[{"raw_affiliation_string":"The Alan Turing Institute, London, NW1 2DB, UK","institution_ids":["https://openalex.org/I125680101","https://openalex.org/I4210128584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103021384"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2563,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52053301,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"166","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9340000152587891,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9340000152587891,"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9189000129699707,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.72598797082901},{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.6960890293121338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6097919344902039},{"id":"https://openalex.org/keywords/cats","display_name":"CATS","score":0.5615219473838806},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41867557168006897},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35577183961868286},{"id":"https://openalex.org/keywords/art-history","display_name":"Art history","score":0.31216174364089966},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.164747953414917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.72598797082901},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.6960890293121338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6097919344902039},{"id":"https://openalex.org/C2779904517","wikidata":"https://www.wikidata.org/wiki/Q5008900","display_name":"CATS","level":2,"score":0.5615219473838806},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41867557168006897},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35577183961868286},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.31216174364089966},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.164747953414917},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-33778-0_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-33778-0_14","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":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1495447373","https://openalex.org/W1515902653","https://openalex.org/W1518913907","https://openalex.org/W1536680647","https://openalex.org/W1598440487","https://openalex.org/W1686810756","https://openalex.org/W1903029394","https://openalex.org/W2003386556","https://openalex.org/W2102605133","https://openalex.org/W2126189364","https://openalex.org/W2141200610","https://openalex.org/W2147435149","https://openalex.org/W2147800946","https://openalex.org/W2163605009","https://openalex.org/W2193145675","https://openalex.org/W2316149004","https://openalex.org/W2407521645","https://openalex.org/W2412480261","https://openalex.org/W2520857446","https://openalex.org/W2565639579","https://openalex.org/W2613718673","https://openalex.org/W2785151601","https://openalex.org/W2892147425","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963239066","https://openalex.org/W2963370915","https://openalex.org/W2963920537","https://openalex.org/W3106250896","https://openalex.org/W4229805581"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2048953206","https://openalex.org/W4200402359","https://openalex.org/W2317262293","https://openalex.org/W2091468247","https://openalex.org/W3124851092","https://openalex.org/W2567118540","https://openalex.org/W2043054272","https://openalex.org/W2297736156","https://openalex.org/W2272501286"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
