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William Lotter

22 papers hereh-index 183.1k citations66 works total

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

author position
  • first author5
  • middle author2
  • last author15

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.CV12
  • eess.IV3
  • cs.AI2
  • cs.LG2
  • q-bio.NC2
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedDeep Predictive Coding Networks for Video Prediction and Unsupervised Learning

412 citations · 795 across the 22 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.CV2018★ 16 cited

Conditional Infilling GANs for Data Augmentation in Mammogram Classification

Eric Wu, Kevin Wu, David Cox +1

Deep learning approaches to breast cancer detection in mammograms have recently shown promising results. However, such models are constrained by the limited size of publicly availa…

q-bio.NC2018★ 19 cited

A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception

William Lotter, Gabriel Kreiman, David Cox

While deep neural networks take loose inspiration from neuroscience, it is an open question how seriously to take the analogies between artificial deep networks and biological neur…

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