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Intra-Class Mixup for Out-of-Distribution Detection

Deep neural networks (DNNs) have found widespread adoption in solving image recognition and natural language processing tasks. However, they make confident mispredictions when presented with data that does not belong to the training distribution, i.e. out-of-distribution (OoD) samples. Research has...

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Autors principals: Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy
Format: Artigo
Idioma:Inglês
Publicat: IEEE 2023-01-01
Col·lecció:IEEE Access
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Accés en línia:https://ieeexplore.ieee.org/document/10064300/
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