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Ten selected Publications

• Harrison WJ, Stead I, Wallis TSA, Bex PJ, Mattingley JB (2024).
  A Computational Account of Trans-Saccadic Attentional Allocation Based on Visual Gain Fields.
  Proceedings of the National Academy of Sciences (PNAS), 121(27): e2316608121.
  DOI: 10.1073/pnas.2316608121
  
  
• Kümmerer M, Bethge M, Wallis TSA (2022).
  DeepGaze III: Modeling free-viewing human scanpaths with deep learning.
  Journal of Vision, 22(5), 7.
  DOI: 10.1167/jov.22.5.7
  
  
• Pedziwiatr MA, Kümmerer M, Wallis TSA, Bethge M, Teufel C (2021).
  Meaning maps and saliency models based on deep convolutional neural networks are insensitive to image meaning when predicting human fixations.
  Cognition, 206, 104465.
  DOI: 10.1016/j.cognition.2020.104465
  
  
• Funke CM, Borowski J, Stosio K, Brendel W, Wallis TSA, & Bethge M (2021).
  Five points to check when comparing visual perception in humans and machines.
  Journal of Vision, 21(3), 16.
  DOI: 10.1167/jov.21.3.16
  
  
• Zimmermann RS, Borowski J, Geirhos R, Bethge M, Wallis TSA, Brendel W (2021).
  How well do feature visualizations support causal understanding of CNN activations?
  Advances in Neural Information Processing Systems 34 (NeurIPS).
  URL: https://openreview.net/forum?id=vLPqnPf9k0
  
  
• Wallis TSA, Funke CM, Ecker AS, Gatys LA, Wichmann FA, Bethge M (2019).
  Image content is more important than Bouma’s Law for scene metamers.
  eLife, 8, e42512.
  DOI: 10.7554/eLife.42512
  
  
• Kümmerer M, Wallis TSA, & Bethge M (2018).
  Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics.
  In V. Ferrari, M. Hebert, C. Sminchisescu, & Y. Weiss (Eds.), European Conference on Computer Vision – ECCV 2018, 11220, 798–814. Springer International Publishing.
  DOI: 10.1007/978-3-030-01270-0_47 
  
  
• Kümmerer M, Wallis TSA, Gatys LA, & Bethge M (2017).
  Understanding Low- and High-Level Contributions to Fixation Prediction.
  2017 IEEE International Conference on Computer Vision (ICCV), 4799–4808.
  DOI: 10.1109/ICCV.2017.513 
  
  
• Wallis TSA, Bethge M, & Wichmann FA (2016).
  Testing models of peripheral encoding using metamerism in an oddity paradigm.
  Journal of Vision, 16(2), 4.
  DOI: 10.1167/16.2.4 
  
  
• Wallis TSA, Dorr M, & Bex PJ (2015).
  Sensitivity to gaze-contingent contrast increments in naturalistic movies: An exploratory report and model comparison.
  Journal of Vision, 15(8), 3.
  DOI: 10.1167/15.8.3