Perturbation
اضطراب
تغيير صغير مُحكَم في المُدخل — كحذف كلمة من نص أو طمس رقعة من صورة — يُستخدم لقياس تأثير كل سمة على تنبؤ النموذج.
A controlled small change to the input — such as removing a word from text or graying out an image patch — used to measure the effect of each feature on the model's prediction.
Also translated asتشويش، إزعاج، تعديل محلي
First appears in this corpus in: Intriguing Properties of Neural Networks (2014)
Appears in these papers
- Intriguing Properties of Neural Networks2014in the sky ✦
- "Why Should I Trust You?": Explaining the Predictions of Any Classifier2016in the sky ✦
- Generative Modeling by Estimating Gradients of the Data Distribution2019in the sky ✦
- Sharpness-Aware Minimization for Efficiently Improving Generalization2021in the sky ✦
- Sharpness-Aware Minimization for Efficiently Improving Generalization2021in the sky ✦