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Extreme Image Transformations Facilitate Robust Latent Object Representations
Adversarial attacks can affect the object recognition capabilities of machines in wild.
Extreme Image Transformations Affect Humans and Machines Differently
We introduce a set of novel image transforms inspired by neurophysiological findings and evaluate humans and ANNs on an object recognition task.
Robustness of Humans and Machines on Object Recognition with Extreme Image Transformations
Recent neural network architectures have claimed to explain data from the human visual cortex.
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