1 code implementation • 8 Mar 2024 • Lezhong Wang, Jeppe Revall Frisvad, Mark Bo Jensen, Siavash Arjomand Bigdeli
The demand for stereo images increases as manufacturers launch more XR devices.
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.
no code implementations • 24 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.
1 code implementation • NeurIPS 2017 • Siavash Arjomand Bigdeli, Meiguang Jin, Paolo Favaro, Matthias Zwicker
We show that the gradient of our prior corresponds to the mean-shift vector on the natural image distribution.
Ranked #75 on Image Super-Resolution on Set14 - 4x upscaling
no code implementations • 29 Mar 2017 • Siavash Arjomand Bigdeli, Matthias Zwicker
We propose to leverage denoising autoencoder networks as priors to address image restoration problems.