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You Only Sample (Almost) Once: Linear Cost Self-Attention Via Bernoulli Sampling.
Zhanpeng Zeng
Yunyang Xiong
Sathya N. Ravi
Shailesh Acharya
Glenn Moo Fung
Vikas Singh
Published in:
ICML (2021)
Keyphrases
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sample size
sampled data
random sampling
progressive sampling
random samples
random sample
visual attention
total cost
data sets
high cost
small sample
lower bound
mixture model
monte carlo
real valued
upper bound
minimum cost
sampling methods
learning algorithm
neural network