Search Results for author: Kosuke Sumiyasu

Found 2 papers, 1 papers with code

Identifying Important Group of Pixels using Interactions

1 code implementation8 Jan 2024 Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera

To better understand the behavior of image classifiers, it is useful to visualize the contribution of individual pixels to the model prediction.

Game-Theoretic Understanding of Misclassification

no code implementations7 Oct 2022 Kosuke Sumiyasu, Kazuhiko Kawamoto, Hiroshi Kera

This paper analyzes various types of image misclassification from a game-theoretic view.

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