Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet.

Wieland Brendel Matthias Bethge

Published in: ICLR (Poster) (2019)

Keyphrases

prior knowledge
feature set
statistical models
abstraction levels
predictive power
machine learning approaches
complex systems
visual features
svm classifier
model selection
classification models
parameter estimation
machine learning algorithms
co occurrence
object detection
probabilistic model
feature extraction