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[Adversarial Transformation Networks: Learning to Generate Adversarial Examples](https://arxiv.org/abs/1703.09387)
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For example, if the gold function is untargeted classification, this means that we need to search adversarial examples (x') that satisfy F(x') != F(x). Is it correct?
If so, how can you guarantee th…
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I am quite new to adverserial attacks, so the current behaviour might be intended.
I currently use your DeepFool implementation as an estimate for the distance to the decision boundary of a classif…
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Hi,
I am trying to train a MB-MelGAN by using 3080 Ti. But it turns out that the training speed is really slow compared to the training on a Titan RTX with same code and config.
3080 TI:
t…
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We have a slightly odd situation currently, with two parallel query structures for building complex positional queries: the long-standing span queries, in core; and interval queries, in the queries mo…
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Use this [paper ](https://arxiv.org/abs/1811.11875) which is an adversarial attack that can be used on video classification models. The purpose of "robust adversarial examples" is so that they're 1) i…
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I just use the code of `https://www.kaggle.com/paultimothymooney/starter-kernel-for-imagenet-a-adversarial-examples` and load the model in the follow way`net = pvt_medium()
checkpoint = torch.load(".…
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I am training a BERT trained on the CoLA task (see also https://github.com/pytorch/captum/issues/303), so that I can classify sentences as grammatically acceptable or not. Take this example:
"These…
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**Submitting author:** @fjprichard (Frédéric Richard)
**Repository:** https://github.com/fjprichard/PyAFBF/
**Branch with paper.md** (empty if default branch): main
**Version:** v0.1.5
**Editor:**…
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I am running adversarial training on NLP models and I am getting an error " ValueError: Unsupported dataset schema ". When I run the following code:
import textattack
import transformers
from texta…