Search Results for author: Siavash Arjomand Bigdeli

Found 4 papers, 1 papers with code

Detecting Memorization in ReLU Networks

no code implementations ICLR 2019 Edo Collins, Siavash Arjomand Bigdeli, Sabine Süsstrunk

We propose a new notion of `non-linearity' of a network layer with respect to an input batch that is based on its proximity to a linear system, which is reflected in the non-negative rank of the activation matrix.

FaceShop: Deep Sketch-based Face Image Editing

no code implementations24 Apr 2018 Tiziano Portenier, Qiyang Hu, Attila Szabó, Siavash Arjomand Bigdeli, Paolo Favaro, Matthias Zwicker

We present a novel system for sketch-based face image editing, enabling users to edit images intuitively by sketching a few strokes on a region of interest.

Image Manipulation

Image Restoration using Autoencoding Priors

no code implementations29 Mar 2017 Siavash Arjomand Bigdeli, Matthias Zwicker

We propose to leverage denoising autoencoder networks as priors to address image restoration problems.

Denoising Image Restoration +1

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