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Vincent Dumoulin

16 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 author3
  • middle author10
  • last author1

Across the 14 of 16 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.CV4
  • cs.CR1
  • cs.SC1
  • stat.ML1
same name
  • Vincent Dumoulin — 9 papers, h 8
  • Vincent Dumoulin — 2 papers
  • 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
20152023
most citedFiLM: Visual Reasoning with a General Conditioning Layer

192 citations · 386 across the 10 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.CV2017★ 192 cited

FiLM: Visual Reasoning with a General Conditioning Layer

Ethan Perez, Florian Strub, Harm de Vries +2

We introduce a general-purpose conditioning method for neural networks called FiLM: Feature-wise Linear Modulation. FiLM layers influence neural network computation via a simple, f…

cs.CV2017★ 23 cited

Learning Visual Reasoning Without Strong Priors

Ethan Perez, Harm de Vries, Florian Strub +2

Achieving artificial visual reasoning - the ability to answer image-related questions which require a multi-step, high-level process - is an important step towards artificial gener…

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