Vincent Dumoulin

Generative Adversarial Networks: An Overview

Antonia Creswell, Tom White, Vincent Dumoulin et al. · IEEE Signal Processing Magazine · 2018 · 4.3K citations · Full text

Signal Processing Community, Semantic Image Editing, Image Analysis +13

Deconvolution and Checkerboard Artifacts

Augustus Odena, Vincent Dumoulin, Chris Olah · Distill · 2016 · 1.6K citations · Full text

Checkerboard Artifacts, Engineering, Reflection Removal +5

Improved Training of Wasserstein GANs

Ishaan Gulrajani, Faruk Ahmed, Martín Arjovsky et al. · arXiv (Cornell University) · 2017 · 1.5K citations · Full text

Artificial Intelligence, Generative System, Engineering +12

FiLM: Visual Reasoning with a General Conditioning Layer

Ethan Perez, Florian Strub, Harm de Vries et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 1.4K citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

A guide to convolution arithmetic for deep learning

Vincent Dumoulin, Francesco Visin · arXiv (Cornell University) · 2016 · 1.2K citations · Full text

Geometric Learning, Convolutional Neural Network, Deep Neural Networks +15