Search Results for author: Mate Puljiz

Found 2 papers, 1 papers with code

Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness

1 code implementation4 Oct 2023 Fran Jelenić, Josip Jukić, Martin Tutek, Mate Puljiz, Jan Šnajder

Effective out-of-distribution (OOD) detection is crucial for reliable machine learning models, yet most current methods are limited in practical use due to requirements like access to training data or intervention in training.

Out-of-Distribution Detection Out of Distribution (OOD) Detection +2

Shadowing, asymptotic shadowing and s-limit shadowing

no code implementations19 Jan 2017 Chris Good, Piotr Oprocha, Mate Puljiz

We study three notions of shadowing: classical shadowing, limit (or asymptotic) shadowing, and s-limit shadowing.

Dynamical Systems 37E05 (Primary), 37C50, 37B10, 54H20, 26A18 (Secondary)

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