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On the inherent robustness of one-stage object detection against out-of-distribution data.

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Title: On the inherent robustness of one-stage object detection against out-of-distribution data.
Authors: Martinez-Seras A; IDEKO, Basque Research and Technology Alliance (BRTA), Elgoibar, 20870, Spain. Electronic address: amartinezseras@ideko.es., Del Ser J; TECNALIA, Basque Research and Technology Alliance (BRTA), Derio, 48160, Spain; University of the Basque Country (UPV/EHU), Leioa, 48940, Spain. Electronic address: javier.delser@tecnalia.com., Olivares-Rad A; University of the Basque Country (UPV/EHU), Leioa, 48940, Spain., Andres A; TECNALIA, Basque Research and Technology Alliance (BRTA), Derio, 48160, Spain; University of Deusto, Bilbao, 48007, Spain., Garcia-Bringas P; University of Deusto, Bilbao, 48007, Spain.
Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Jul; Vol. 199, pp. 108683. Date of Electronic Publication: 2026 Feb 04.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Martinez-Seras+A%22">Martinez-Seras A</searchLink>; IDEKO, Basque Research and Technology Alliance (BRTA), Elgoibar, 20870, Spain. Electronic address: amartinezseras@ideko.es.<br /><searchLink fieldCode="AU" term="%22Del+Ser+J%22">Del Ser J</searchLink>; TECNALIA, Basque Research and Technology Alliance (BRTA), Derio, 48160, Spain; University of the Basque Country (UPV/EHU), Leioa, 48940, Spain. Electronic address: javier.delser@tecnalia.com.<br /><searchLink fieldCode="AU" term="%22Olivares-Rad+A%22">Olivares-Rad A</searchLink>; University of the Basque Country (UPV/EHU), Leioa, 48940, Spain.<br /><searchLink fieldCode="AU" term="%22Andres+A%22">Andres A</searchLink>; TECNALIA, Basque Research and Technology Alliance (BRTA), Derio, 48160, Spain; University of Deusto, Bilbao, 48007, Spain.<br /><searchLink fieldCode="AU" term="%22Garcia-Bringas+P%22">Garcia-Bringas P</searchLink>; University of Deusto, Bilbao, 48007, Spain.
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        Value: 10.1016/j.neunet.2026.108683
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              Text: 2026 Jul
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