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Vincent Dumoulin

27 papers hereh-index 2429.7k citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • middle author16
  • last author2

Across the 26 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.CV8
  • stat.ML5
  • cs.CR1
  • cs.SC1
  • physics.pop-ph1
same name
  • Vincent Dumoulin — 9 papers, h 8
  • Vincent Dumoulin — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedGenerative Adversarial Networks: An Overview

4.6k citations · 9.7k across the 24 of their papers we have counts for

collaborators
Showing 2013Show all

2 papers · 1 filter

stat.ML2013★ 24 cited

On the Challenges of Physical Implementations of RBMs

Vincent Dumoulin, Ian J. Goodfellow, Aaron Courville +1

Restricted Boltzmann machines (RBMs) are powerful machine learning models, but learning and some kinds of inference in the model require sampling-based approximations, which, in cl…

stat.ML2013★ 188 cited

Pylearn2: a machine learning research library

Ian J. Goodfellow, David Warde-Farley, Pascal Lamblin +6

Pylearn2 is a machine learning research library. This does not just mean that it is a collection of machine learning algorithms that share a common API; it means that it has been d…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.