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camera-ready
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Wuyxin committed May 1, 2023
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Expand Up @@ -55,12 +55,14 @@ DISC is an algorithm on image classification tasks which adaptively discovers an

- Build a concept bank with multiple categories. Examples from the concept bank:


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<img src="docs/concept_bank.png" width="800"/>
<img src="docs/concept_bank.jpg" width="800"/>
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- In each iteration, discover spurious concepts by computing a metric called concept sensitivity
- In each iteration, mix up concept images with the training dataset guided by the concept sensitivity, and update model parameters on the balanced dataset

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