Robert Geirhos

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Publications (8)

• Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency
  2020
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• Shortcut Learning in Deep Neural Networks
  2020
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• ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
  International Conference on Learning Representations (ICLR) 2019
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• Generalisation in humans and deep neural networks
  Neural Information Processing Systems (NeurIPS) 2018
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• Comparing deep neural networks against humans: object recognition when the signal gets weaker
  arXiv preprint arXiv:1706.06969 2017
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• Methods and measurements to compare men against machines
  Electronic Imaging, Human Vision and Electronic Imaging (HVEI) 2017
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• Of Human Observers and Deep Neural Networks: A Detailed Psychophysical Comparison
  Vision Sciences Society (VSS) Meeting, Florida, USA, May 19-24, 2017 2017
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• An Automatized Heider-Simmel Story Generation Tool
  Proceedings of the 37th Annual Meeting of the Cognitive Science Society (CogSci), Pasadena, California, USA, July 22-25, 2015 2015
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