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researcher

B. McWilliams

27 papers hereh-index 235.7k citations44 works total

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

author position
  • first author6
  • middle author17
  • last author4

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

fields
  • stat.ML10
  • cs.LG9
  • cs.CV3
  • cs.CL1
  • cs.MA1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20092022
most citedThe Shattered Gradients Problem: If resnets are the answer, then what is the question?

96 citations · 444 across the 23 of their papers we have counts for

collaborators
Showing 2017 · cs.LGShow all

1 paper · 2 filters

cs.LG2017★ 83 cited

Deep Scattering: Rendering Atmospheric Clouds with Radiance-Predicting Neural Networks

Simon Kallweit, Thomas Müller, Brian McWilliams +2

We present a technique for efficiently synthesizing images of atmospheric clouds using a combination of Monte Carlo integration and neural networks. The intricacies of Lorenz-Mie s…

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