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cs.CV2022★ 1 cited
Sampling Based On Natural Image Statistics Improves Local Surrogate Explainers
Ricardo Kleinlein, Alexander Hepburn, Raúl Santos-Rodríguez +1
Many problems in computer vision have recently been tackled using models whose predictions cannot be easily interpreted, most commonly deep neural networks. Surrogate explainers ar…
cs.CV2022★ 1 cited
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization
Valero Laparra, Alexander Hepburn, J. Emmanuel Johnson +1
In this paper we elaborate an extension of rotation-based iterative Gaussianization, RBIG, which makes image Gaussianization possible. Although RBIG has been successfully applied t…