{"id":"https://openalex.org/W2954428350","doi":"https://doi.org/10.1007/978-3-030-58583-9_34","title":"Learning Data Augmentation Strategies for Object Detection","display_name":"Learning Data Augmentation Strategies for Object Detection","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2954428350","doi":"https://doi.org/10.1007/978-3-030-58583-9_34","mag":"2954428350"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58583-9_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58583-9_34","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1906.11172","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026064427","display_name":"Barret Zoph","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barret Zoph","raw_affiliation_strings":["Brain Team, Google Research, Mountain View, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Team, Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065360819","display_name":"Ekin D. Cubuk","orcid":"https://orcid.org/0000-0003-0524-2837"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ekin D. Cubuk","raw_affiliation_strings":["Brain Team, Google Research, Mountain View, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Team, Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029917821","display_name":"Golnaz Ghiasi","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Golnaz Ghiasi","raw_affiliation_strings":["Brain Team, Google Research, Mountain View, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Team, Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052768778","display_name":"Tsung-Yi Lin","orcid":"https://orcid.org/0000-0003-4819-0627"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tsung-Yi Lin","raw_affiliation_strings":["Brain Team, Google Research, Mountain View, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Team, Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032356827","display_name":"Jonathon Shlens","orcid":"https://orcid.org/0000-0001-9513-4244"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathon Shlens","raw_affiliation_strings":["Brain Team, Google Research, Mountain View, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Team, Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088551093","display_name":"Quoc V. Le","orcid":"https://orcid.org/0000-0002-1087-2844"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quoc V. Le","raw_affiliation_strings":["Brain Team, Google Research, Mountain View, USA","Google,,,,,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brain Team, Google Research, Mountain View, USA","institution_ids":["https://openalex.org/I1291425158"]},{"raw_affiliation_string":"Google,,,,,","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":15.6275,"has_fulltext":false,"cited_by_count":152,"citation_normalized_percentile":{"value":0.98906128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"566","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network 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/T10036","display_name":"Advanced Neural Network 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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9986000061035156,"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/pascal","display_name":"Pascal (unit)","score":0.7648459672927856},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7498874068260193},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6868857145309448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5967652797698975},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5708021521568298},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5263441801071167},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.47356879711151123},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.43195831775665283},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4272875189781189},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.42326992750167847},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34734469652175903},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33075082302093506}],"concepts":[{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.7648459672927856},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498874068260193},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6868857145309448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5967652797698975},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5708021521568298},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5263441801071167},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.47356879711151123},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.43195831775665283},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4272875189781189},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.42326992750167847},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34734469652175903},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33075082302093506},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-58583-9_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58583-9_34","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"},{"id":"pmh:oai:arXiv.org:1906.11172","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.11172","pdf_url":"https://arxiv.org/pdf/1906.11172","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":"","raw_type":"text"},{"id":"mag:2954428350","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1906.11172","pdf_url":null,"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1906.11172","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1906.11172","pdf_url":null,"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1906.11172","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.11172","pdf_url":"https://arxiv.org/pdf/1906.11172","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":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W4919037","https://openalex.org/W267862395","https://openalex.org/W1536680647","https://openalex.org/W1592735339","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W1981276685","https://openalex.org/W2031489346","https://openalex.org/W2097117768","https://openalex.org/W2141125852","https://openalex.org/W2156163116","https://openalex.org/W2163605009","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2216125271","https://openalex.org/W2322480645","https://openalex.org/W2402144811","https://openalex.org/W2518108298","https://openalex.org/W2555363131","https://openalex.org/W2557728737","https://openalex.org/W2560609797","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2604262106","https://openalex.org/W2606722458","https://openalex.org/W2607037079","https://openalex.org/W2613718673","https://openalex.org/W2736601468","https://openalex.org/W2746314669","https://openalex.org/W2747685395","https://openalex.org/W2752782242","https://openalex.org/W2765407302","https://openalex.org/W2767019926","https://openalex.org/W2767961413","https://openalex.org/W2770173563","https://openalex.org/W2771727678","https://openalex.org/W2775795276","https://openalex.org/W2804047946","https://openalex.org/W2808678362","https://openalex.org/W2810862788","https://openalex.org/W2890166761","https://openalex.org/W2936599103","https://openalex.org/W2943305281","https://openalex.org/W2948805184","https://openalex.org/W2949736877","https://openalex.org/W2949769151","https://openalex.org/W2951751045","https://openalex.org/W2951884431","https://openalex.org/W2952217990","https://openalex.org/W2953212265","https://openalex.org/W2963016543","https://openalex.org/W2963037989","https://openalex.org/W2963121255","https://openalex.org/W2963150697","https://openalex.org/W2963271314","https://openalex.org/W2963351448","https://openalex.org/W2963374479","https://openalex.org/W2963543962","https://openalex.org/W2963552443","https://openalex.org/W2964081807","https://openalex.org/W2964137095","https://openalex.org/W2964444661","https://openalex.org/W2965658867","https://openalex.org/W3034971973","https://openalex.org/W3106250896","https://openalex.org/W6600077625","https://openalex.org/W6600160247","https://openalex.org/W6600270888","https://openalex.org/W6602223634","https://openalex.org/W6603786434","https://openalex.org/W6713134421","https://openalex.org/W6725138782","https://openalex.org/W6814003322","https://openalex.org/W6839125355"],"related_works":["https://openalex.org/W2194775991","https://openalex.org/W1861492603","https://openalex.org/W3106250896","https://openalex.org/W2949736877","https://openalex.org/W2163605009","https://openalex.org/W2613718673","https://openalex.org/W2565639579","https://openalex.org/W2963351448","https://openalex.org/W2746314669","https://openalex.org/W2570343428","https://openalex.org/W2031489346","https://openalex.org/W2796347433","https://openalex.org/W2963037989","https://openalex.org/W2108598243","https://openalex.org/W2964241181","https://openalex.org/W2102605133","https://openalex.org/W2117539524","https://openalex.org/W2099471712","https://openalex.org/W1536680647","https://openalex.org/W1686810756"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":35},{"year":2020,"cited_by_count":65},{"year":2019,"cited_by_count":12}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
