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researcher

David Bau

45 papers hereh-index 3716.9k citations85 works total

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

author position
  • first author8
  • middle author19
  • last author17

Across the 44 of 45 papers where every author was matched, so the position is known.

fields
  • cs.CV24
  • cs.CL10
  • cs.LG6
  • cs.AI3
  • cs.GR1
  • cs.PL1
same name
  • David Bau — 11 papers, h 9
  • David Bau — 10 papers, h 7
  • David Bau — 4 papers, h 4
  • David Bau — 2 papers, h 2
  • David Bau — 2 papers, h 1
  • David Bau — 2 papers, h 1

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
20172025
most citedUnderstanding the Role of Individual Units in a Deep Neural Network

385 citations · 944 across the 29 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

2 papers · 2 filters

cs.LG2019★ 2 cited

Dissecting Pruned Neural Networks

Jonathan Frankle, David Bau

Pruning is a standard technique for removing unnecessary structure from a neural network to reduce its storage footprint, computational demands, or energy consumption. Pruning can…

cs.LG2019

On the Units of GANs (Extended Abstract)

David Bau, Jun-Yan Zhu, Hendrik Strobelt +4

Generative Adversarial Networks (GANs) have achieved impressive results for many real-world applications. As an active research topic, many GAN variants have emerged with improveme…

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