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Estimating Example Difficulty using Variance of Gradients

  • Published:2022-06 Issue: Volume: Page:
  • ISSN:
  • Container-title:2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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Author:

Agarwal Chirag1,D'souza Daniel2,Hooker Sara3

Affiliation:

1. Adobe,MDSR Lab

2. ML Collective

3. Google Research

Publisher

IEEE

Reference73 articles.

1. Selecting Typical Instances in Instance-Based Learning

2. Understanding deep learning requires rethinking generalization;zhang;In ICLR,2017

3. Wide resid-ual networks;zagoruyko;In BMVC,2016

4. Automated pulmonary nodule detection in CT images using deep convolutional neural networks

5. Examples are not enough, learn to criticize! criticism for interpretability;kim;NeurIPS,2016

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