Edo Collins

Editing in Style: Uncovering the Local Semantics of GANs

Edo Collins, Raja Bala, Bob Price et al. · 2020 · 265 citations · Full text

Gan Output, Image Analysis, Machine Learning +15

Deep Learning for Logic Optimization Algorithms

Winston Haaswijk, Edo Collins, Benoît Séguin et al. · 2018 · 78 citations · Full text

Artificial Intelligence, Model Optimization, New Technologies +15

Color representation in deep neural networks

Martin Engilberge, Edo Collins, Sabine Süsstrunk · 2017 · 28 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Stochastic Spectral Descent for Discrete Graphical Models

David Carlson, Ya-Ping Hsieh, Edo Collins et al. · IEEE Journal of Selected Topics in Signal Processing · 2015 · 23 citations · Full text

Novel Majorization Bounds, Graph Sparsity, Model Optimization +13

Preconditioned spectral descent for deep learning

David Carlson, Edo Collins, Ya-Ping Hsieh et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2015 · 20 citations · Full text