Publications:
Computational Vision and Neuroscience
Journal Article (5)
1.
Journal Article
81 (8), pp. 2968 - 2970 (2019)
Correction to: Detecting distortions of peripherally presented letter stimuli under crowded conditions. Attention, Perception & Psychophysics 2.
Journal Article
103 (6), pp. 967 - 979 (2019)
Engineering a Less Artificial Intelligence. Neuron 3.
Journal Article
15 (4), pp. 1 - 27 (2019)
Deep convolutional models improve predictions of macaque V1 responses to natural images. PLoS Computational Biology 4.
Journal Article
8, pp. 1 - 43 (2019)
Image content is more important than Bouma’s Law for scene metamers. eLife 5.
Journal Article
8, pp. 1 - 43 (2019)
Image content is more important than1Bouma’s Law for scene metamers. eLife Conference Paper (3)
6.
Conference Paper
Generalisation in humans and deep neural networks. In: Advances in Neural Information Processing Systems 31, pp. 7549 - 7561 (Eds. Bengio, S.; Wallach, H.; Larochelle, H.; Grauman, K.; Cesa-Bianchi, N. et al.). Thirty-second Annual Conference on Neural Information Processing Systems 2018 (NeurIPS 2018), Montréal, Canada, December 03, 2018 - December 08, 2018. Curran, Red Hook, NY, USA (2019)
7.
Conference Paper
A rotation-equivariant convolutional neural network model of primary visual cortex. In: Seventh International Conference on Learning Representations (ICLR 2019), pp. 1 - 11. Seventh International Conference on Learning Representations (ICLR 2019), New Orleans, LA, USA, May 06, 2019 - May 09, 2019. (2019)
8.
Conference Paper
Towards the First Adversarially Robust Neural Network Model on MNIST. In: Seventh International Conference on Learning Representations (ICLR 2019), pp. 1 - 16. Seventh International Conference on Learning Representations (ICLR 2019), New Orleans, LA, USA, May 06, 2019 - May 09, 2019. (2019)
Poster (2)
9.
Poster
Inducing a human-like shape bias leads to emergent human-level distortion robustness in CNNs. Nineteenth Annual Meeting of the Vision Sciences Society (VSS 2019), St. Pete Beach, FL, USA (2019)
10.
Poster
Comparing Search Strategies of Humans and Machines in Clutter. Nineteenth Annual Meeting of the Vision Sciences Society (VSS 2019), St. Pete Beach, FL, USA (2019)