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_The following peer review was solicited as part of the Distill review process._
_**The reviewer chose to waive anonymity.** Distill offers reviewers a choice between anonymous review and offering …
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It would be great to be able to create statistical classification methods for
either buckets or gradients. Currently, if you want to classify your data you
need define classes using buckets or …
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I was trying to adapt the BERT tutorial to work with BART. However, when I run the attribution, the forward function eventually breaks. After stepping through the code, I see that LayerIntegratedGradi…
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**Name of app / service**
Google Vizier
**Link to developer documentation**
https://cloud.google.com/vertex-ai/docs/vizier/overview
**Is lack of support preventing you from building workflows,…
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Hi all,
I have an issue regarding inputs to attribute method of integrated gradient algorithm. I am using the GIT model for image captioning and defined the forward function to return one token_id of…
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Hi!
Thanks a lot for the great work! I am considering using ROAR in my own research but would like to clarify something first. In the paper and also in the README you mention that you use the estimat…
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Can it be used for one-dimensional data? For example, time series data
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See what initial layers of the models 'see'.
Use pretraining techniques that help them to see better.
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## 一言でいうと
DNNの判断根拠を出力する手法を、ネットワークの重みは同じだが扱う入力は異なる(一方は通常の入力で片方は反転させた入力を受け取るが、出力は同じで重みも同じ)ネットワークで説明が異なるか評価(入力不変性)。結果、出力への貢献度を算出して伝搬するスタイルの手法(LRPなどの)がNGだった。
### 論文リンク
https://arxiv.org/abs/1711.…
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## 📚 Documentation
### Tutorial
[https://captum.ai/tutorials/IMDB_TorchText_Interpret](https://captum.ai/tutorials/IMDB_TorchText_Interpret)
### Libraries used
- captum 0.3.1
- spacy 2.3.5
-…