Why ReLU Networks Yield High-Confidence Predictions Far Away from the Training Data and How to Mitigate the Problem

Hein et al. "Why ReLU Networks Yield High-Confidence Predictions Far Away from the Training Data and How to Mitigate the Problem." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019.

[Hein et al. "Why ReLU Networks Yield High-Confidence Predictions Far Away from the Training Data and How to Mitigate the Problem." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019.](https://mlanthology.org/cvprw/2019/hein2019cvprw-relu/)

@inproceedings{hein2019cvprw-relu,
  title     = {{Why ReLU Networks Yield High-Confidence Predictions Far Away from the Training Data and How to Mitigate the Problem}},
  author    = {Hein, Matthias and Andriushchenko, Maksym and Bitterwolf, Julian},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2019},
  pages     = {58-74},
  url       = {https://mlanthology.org/cvprw/2019/hein2019cvprw-relu/}
}