DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection

Jaemin Yoo, Yue Zhao 0016, Lingxiao Zhao, Leman Akoglu. DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection. In Danai Koutra, Claudia Plant, Manuel Gomez-Rodriguez, Elena Baralis, Francesco Bonchi, editors, Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part I. Volume 14169 of Lecture Notes in Computer Science, pages 254-269, Springer, 2023. [doi]

Abstract

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