Five points to check when comparing visual perception in humans and machines CM Funke, J Borowski, K Stosio, W Brendel, TSA Wallis, M Bethge Journal of Vision 21 (3), 16-16, 2021 | 86 | 2021 |
Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization J Borowski, RS Zimmermann, J Schepers, R Geirhos, TSA Wallis, ... International Conference on Learning Representations, 2020 | 44 | 2020 |
How well do feature visualizations support causal understanding of CNN activations? RS Zimmermann, J Borowski, R Geirhos, M Bethge, T Wallis, W Brendel Advances in Neural Information Processing Systems 34, 11730-11744, 2021 | 38 | 2021 |
The notorious difficulty of comparing human and machine perception CM Funke, J Borowski, K Stosio, W Brendel, TS Wallis, M Bethge arXiv preprint arXiv:2004.09406 20, 2020 | 26 | 2020 |
The notorious difficulty of comparing human and machine perception J Borowski, CM Funke, K Stosio, W Brendel, TSA Wallis, M Bethge NeurIPS Workshop: Shared Visual Representations in Human & Machine Intelligence, 2019 | 21 | 2019 |
Interactive analysis of cnn robustness S Sietzen, M Lechner, J Borowski, R Hasani, M Waldner Computer Graphics Forum 40 (7), 253-264, 2021 | 12 | 2021 |
Natural images are more informative for interpreting cnn activations than state-of-the-art synthetic feature visualizations J Borowski, RS Zimmermann, J Schepers, R Geirhos, TSA Wallis, ... NeurIPS 2020 Workshop SVRHM, 2020 | 7 | 2020 |
Exemplary natural images explain CNN activations better than feature visualizations J Borowski, RS Zimmermann, J Schepers, R Geirhos, TSA Wallis, ... arXiv preprint arXiv:2010.12606, 2020 | 5 | 2020 |
Comparing the ability of humans and DNNs to recognise closed contours in cluttered images C Funke, J Borowski, T Wallis, W Brendel, A Ecker, M Bethge Journal of Vision 18 (10), 800-800, 2018 | 3 | 2018 |
Functional readout analysis reveals nonlinear representational transformation from early visual to category-selective regions M Mur, J Borowski, N Kriegeskorte Journal of Vision 17 (10), 1230-1230, 2017 | 1 | 2017 |
Five points to check when com CM Funke, J Borowski, K Stosio, W Brendel, TSA Wallis, M Bethge Visual Processing and Latent Representations in Biological and Artificial …, 2021 | | 2021 |
Reproducing Decision-Making With Constrained Networks to Understand Deep Neural Networks J Borowski, W Brendel, M Bethge PERCEPTION 48, 199-199, 2019 | | 2019 |
Comparing Humans and Deep Neural Networks on Visual Shape Judgments in Cluttered Images C Funke, T Wallis, J Borowski, C Michaelis, A Ecker SAGE PUBLICATIONS LTD, 2019 | | 2019 |
Exceptional Reviewers R Aslin, B Balas, M Bao, M Barraza-Bernal, B Barrett, P Bays, A Benjamin, ... | | |