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Neural Structured Learning - Part 4: Adversarial learning for image classification

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TensorFlow

TensorFlow

Күн бұрын

Welcome to the 4th episode of this Neural Structured Learning series. In this video, we are going to talk about learning with implicit structured signals constructed from adversarial learning.
Guide & Tutorials → goo.gle/2SBwQIH
Coding TensorFlow → goo.gle/Coding...
Subscribe to the TensorFlow channel → goo.gle/Tensor...

Пікірлер: 6
@josephedappully1482
@josephedappully1482 4 жыл бұрын
Does the "robustness" provided by this method mostly just increase robustness against adversarial examples generated in the same manner as this model, or is it more general/broad robustness? In other words, let's say another new method to generate adversarial examples is discovered/used, will this method be robust against that new method as well (without having knowledge/training of what the new method is)?
@fahemhamou6170
@fahemhamou6170 2 жыл бұрын
Thank you very much
@nikopumo-ri9684
@nikopumo-ri9684 4 жыл бұрын
apart from correctly classifying of the adversarial neighbors, is there any advantage of the model trained this way? Is there any influence on test accuracy, for example?
@randomas1977
@randomas1977 4 жыл бұрын
perturbation based on reverse gradients... of what?
@hajar2629
@hajar2629 4 жыл бұрын
how can make test to this example?
@zyxwvutsrqponmlkh
@zyxwvutsrqponmlkh 4 жыл бұрын
7:40 Google does not know how to youtube.
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