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Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods.
Skanda Koppula
Yazhe Li
Evan Shelhamer
Andrew Jaegle
Nikhil Parthasarathy
Relja Arandjelovic
João Carreira
Olivier J. Hénaff
Published in:
CoRR (2022)
Keyphrases
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significant improvement
computationally expensive
machine learning
image processing
training data
reinforcement learning
training set
computational cost
model selection
labeled data
benchmark datasets
statistically significant
classification method
qualitative and quantitative
classification performances