A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection Using Compounded Corruptions

Ramya Hebbalaguppe, Soumya Suvra Ghosal, Jatin Prakash, Harshad Khadilkar, Chetan Arora 0001. A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection Using Compounded Corruptions. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part III. Volume 13715 of Lecture Notes in Computer Science, pages 529-545, Springer, 2022. [doi]

Authors

Ramya Hebbalaguppe

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Soumya Suvra Ghosal

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Jatin Prakash

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Harshad Khadilkar

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Chetan Arora 0001

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