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Is Robustness the Cost of Accuracy? - A Comprehensive Study on the Robustness of 18 Deep Image Classification Models.
Dong Su
Huan Zhang
Hongge Chen
Jinfeng Yi
Pin-Yu Chen
Yupeng Gao
Published in:
ECCV (12) (2018)
Keyphrases
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classification models
image data
input image
decision trees
single image
image classification
image features
multiscale
computer vision
similarity measure
image segmentation
image retrieval
object recognition
edge detection
high resolution
classification accuracy
training data
feature selection
neural network