What do neural networks learn in image classification? A frequency shortcut perspective

Shunxin Wang, Raymond N. J. Veldhuis, Christoph Brune, Nicola Strisciuglio. What do neural networks learn in image classification? A frequency shortcut perspective. In IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023. pages 1433-1442, IEEE, 2023. [doi]

@inproceedings{WangVBS23,
  title = {What do neural networks learn in image classification? A frequency shortcut perspective},
  author = {Shunxin Wang and Raymond N. J. Veldhuis and Christoph Brune and Nicola Strisciuglio},
  year = {2023},
  doi = {10.1109/ICCV51070.2023.00138},
  url = {https://doi.org/10.1109/ICCV51070.2023.00138},
  researchr = {https://researchr.org/publication/WangVBS23},
  cites = {0},
  citedby = {0},
  pages = {1433-1442},
  booktitle = {IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0718-4},
}