{"id":"https://openalex.org/W4403770561","doi":"https://doi.org/10.1007/978-3-031-72624-8_26","title":"Gradient-Regularized Out-of-Distribution Detection","display_name":"Gradient-Regularized Out-of-Distribution Detection","publication_year":2024,"publication_date":"2024-10-25","ids":{"openalex":"https://openalex.org/W4403770561","doi":"https://doi.org/10.1007/978-3-031-72624-8_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-72624-8_26","doi":"https://doi.org/10.1007/978-3-031-72624-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72624-8_26","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4403771641","display_name":"Computer Vision \u2013 ECCV 2024"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2404.12368","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sina Sharifi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sina Sharifi","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, 21218, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, 21218, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010179153","display_name":"Taha Entesari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taha Entesari","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, 21218, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, 21218, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052225293","display_name":"Bardia Safaei","orcid":"https://orcid.org/0000-0001-9504-8637","observed_orcids":["https://orcid.org/0000-0001-9504-8637"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bardia Safaei","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, 21218, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, 21218, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103512452","display_name":"Vishal M. Patel","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vishal M. Patel","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, 21218, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, 21218, USA","institution_ids":["https://openalex.org/I145311948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043154223","display_name":"Mahyar Fazlyab","orcid":"https://orcid.org/0000-0001-9695-6178","observed_orcids":["https://orcid.org/0000-0001-9695-6178"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahyar Fazlyab","raw_affiliation_strings":["Johns Hopkins University, Baltimore, MD, 21218, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Johns Hopkins University, Baltimore, MD, 21218, USA","institution_ids":["https://openalex.org/I145311948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145311948"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3098,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90595188,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"459","last_page":"478"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9951000213623047,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9951000213623047,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.0012000000569969416,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.0006000000284984708,"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/out-of-distribution-detection","display_name":"out-of-distribution detection","score":1.0},{"id":"https://openalex.org/keywords/gradient-regularization","display_name":"gradient regularization","score":0.847000002861023},{"id":"https://openalex.org/keywords/overconfidence","display_name":"overconfidence","score":0.656000018119812},{"id":"https://openalex.org/keywords/auxiliary-dataset","display_name":"auxiliary dataset","score":0.7590000033378601},{"id":"https://openalex.org/keywords/certified-robustness","display_name":"certified robustness","score":0.8510000109672546},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.35499998927116394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7905550003051758},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.45481646060943604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.421924889087677},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13582581281661987},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.058506935834884644}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-72624-8_26","doi":"https://doi.org/10.1007/978-3-031-72624-8_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-72624-8_26","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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:2404.12368","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.12368","pdf_url":"https://arxiv.org/pdf/2404.12368","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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"},{"id":"doi:10.48550/arxiv.2404.12368","doi":"https://doi.org/10.48550/arxiv.2404.12368","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2404.12368","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2404.12368","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.12368","pdf_url":"https://arxiv.org/pdf/2404.12368","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4670955940","display_name":null,"funder_award_id":"W911NF2320008","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G5259331294","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403770561.pdf","grobid_xml":"https://content.openalex.org/works/W4403770561.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1932198206","https://openalex.org/W2017814585","https://openalex.org/W2047643928","https://openalex.org/W2108598243","https://openalex.org/W2150593711","https://openalex.org/W2194775991","https://openalex.org/W2487898712","https://openalex.org/W2732026016","https://openalex.org/W2797977484","https://openalex.org/W2895752198","https://openalex.org/W2905485203","https://openalex.org/W2935590460","https://openalex.org/W2963446712","https://openalex.org/W2963875483","https://openalex.org/W2964137095","https://openalex.org/W3006853338","https://openalex.org/W3035311832","https://openalex.org/W3095099350","https://openalex.org/W3118608800","https://openalex.org/W3154490392","https://openalex.org/W3159616808","https://openalex.org/W3160218486","https://openalex.org/W3194816238","https://openalex.org/W3202055739","https://openalex.org/W3202461527","https://openalex.org/W4312284582","https://openalex.org/W4312447943","https://openalex.org/W4318817442","https://openalex.org/W4319300250","https://openalex.org/W4372267559","https://openalex.org/W4386065746","https://openalex.org/W4386066643","https://openalex.org/W4386071516","https://openalex.org/W4386075617","https://openalex.org/W4386075790","https://openalex.org/W4386076461","https://openalex.org/W4386076566","https://openalex.org/W4386083133","https://openalex.org/W4386113255","https://openalex.org/W4390872440","https://openalex.org/W4390873708","https://openalex.org/W4392555359","https://openalex.org/W4402660098","https://openalex.org/W4402727489","https://openalex.org/W4402753511","https://openalex.org/W4403938790","https://openalex.org/W6600042794","https://openalex.org/W6600224582","https://openalex.org/W6602254124","https://openalex.org/W6603600781","https://openalex.org/W6604233986","https://openalex.org/W6607643177","https://openalex.org/W6614030999","https://openalex.org/W6630469555","https://openalex.org/W6727693337","https://openalex.org/W7133206662"],"related_works":["https://openalex.org/W4390214551","https://openalex.org/W3203485920","https://openalex.org/W7168248609","https://openalex.org/W7128924007","https://openalex.org/W7133222889","https://openalex.org/W7130536355","https://openalex.org/W4417182977","https://openalex.org/W4414889684","https://openalex.org/W4404563548","https://openalex.org/W4205373355"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-10-26T00:00:00"}
