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Dive into the research topics where Vincent Dumoulin is active.

Publication


Featured researches published by Vincent Dumoulin.


neural information processing systems | 2017

Improved Training of Wasserstein GANs

Ishaan Gulrajani; Faruk Ahmed; Martin Arjovsky; Vincent Dumoulin; Aaron C. Courville


international conference on learning representations | 2017

Adversarially Learned Inference

Vincent Dumoulin; Ishmael Belghazi; Ben Poole; Alex Lamb; Martín Arjovsky; Olivier Mastropietro; Aaron C. Courville


arXiv: Machine Learning | 2013

Pylearn2: a machine learning research library.

Ian J. Goodfellow; David Warde-Farley; Pascal Lamblin; Vincent Dumoulin; Mehdi Mirza; Razvan Pascanu; James Bergstra; Frédéric Bastien; Yoshua Bengio


Distill | 2016

Deconvolution and Checkerboard Artifacts

Augustus Odena; Vincent Dumoulin; Chris Olah


international conference on learning representations | 2017

A Learned Representation For Artistic Style

Vincent Dumoulin; Jonathon Shlens; Manjunath Kudlur


arXiv: Learning | 2015

Blocks and Fuel: Frameworks for deep learning

Bart van Merriënboer; Dzmitry Bahdanau; Vincent Dumoulin; Dmitriy Serdyuk; David Warde-Farley; Jan Chorowski; Yoshua Bengio


arXiv: Machine Learning | 2016

A guide to convolution arithmetic for deep learning

Vincent Dumoulin; Francesco Visin


national conference on artificial intelligence | 2018

FiLM: Visual Reasoning with a General Conditioning Layer

Ethan Perez; Florian Strub; Harm de Vries; Vincent Dumoulin; Aaron C. Courville


arXiv: Machine Learning | 2016

Discriminative Regularization for Generative Models

Alex Lamb; Vincent Dumoulin; Aaron C. Courville


IEEE Signal Processing Magazine | 2018

Generative Adversarial Networks: An Overview

Antonia Creswell; Tom White; Vincent Dumoulin; Kai Arulkumaran; Biswa Sengupta; Anil A. Bharath

Collaboration


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Yoshua Bengio

Université de Montréal

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Alex Lamb

Université de Montréal

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Harm de Vries

Université de Montréal

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