Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models.

Xiao Zhang Jinghui Chen Quanquan Gu David Evans

Published in: AISTATS (2020)

Keyphrases

generative model
bayesian framework
image content
image features
image classification
input image
multiscale
probabilistic model
image retrieval
posterior probability
image representation
image segmentation
image matching
mixture model
segmentation method
object parts
test images
conditional random fields
em algorithm
information retrieval
image set
bounding box
hidden variables
visual patterns
feature space
hierarchical hidden markov models