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First Issue: The scipy.misc module has been deprecated since Scipy version 1.0.0 and the 'imread' and 'imresize' functions are no longer available in the scipy.misc module.
Fix: In the **prepare_imag…
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**Chapter 17 - Robust AI**
- First and foremost, this chapter was incredibly long -- nearly double the size of some of the other lengthier chapters in this book. It was so much material that it was…
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Hi,
Really nice work! When I read the paper, the senario of ''Certifiable Robustness'' on graph really confused me. Could we assume that we have the clean (unperturbed) graph data in this senario? If…
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This is a question:
I have manually implemented my own Carlini method. I'm double checking my work by using this libarary. (Great work btw!)
I find it that it takes a very long time for the `genera…
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In AdvUnlearn, you mentioned ASR, and the test results are the same as the post-ASR on the project homepage. Is the ASR in AdvUnlearn the same as post-ASR?
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## ひとことで表すと
人間の視覚にはshape-biasがあることに着目し、モデルにShape-biasをかける手法を提案。これにより、画像のスタイル変換・ノイズ・AEに対するモデルのロバスト性の向上を目的とした。Robustnessの観点で、Shape-biasに着目した初の論文。
手法としては、新たなDropOutレイヤーを提案した。"InfoDrop"とよぶ。
## 論文リンク
…
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GabrielDeza,
I reviewed your code and have a few suggestions which might make things easier. I'm not sure if you are choosing not to use the following, but I'd consider using the `yfinance` repo, htt…
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1. [Binary Relevance Efficacy for Multilabel Classification](https://link.springer.com/article/10.1007/s13748-012-0030-x) > https://github.com/Gin04gh/datascience/issues/6#issuecomment-419388287
1. […
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## Keyword: out of distribution detection
There is no result
## Keyword: out-of-distribution detection
There is no result
## Keyword: expected calibration error
There is no result
## Keyword: overc…
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# FEVER: a large-scale dataset for Fact Extraction and Verification
source: https://arxiv.org/abs/1803.05355
### Abstract
Each claim —classify—> (Supported, Refuted, Not enough info)
For S…