Publikationen von M Bethge

Geirhos, R.; Medina Temme, C.; Rauber, J.; Schuett, H.; Bethge, M.; Wichmann, F.: Generalisation in humans and deep neural networks. In: Advances in Neural Information Processing Systems 31, S. 7549 - 7561 (Hg. 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, 03. Dezember 2018 - 08. Dezember 2018. Curran, Red Hook, NY, USA (2019)

Ecker, A.; Sinz, F.; Froudarakis, E.; Fahey, P.; Cadena, S.; Walker, E.; Cobos, E.; Reimer, J.; Tolias, A.; Bethge, M.: A rotation-equivariant convolutional neural network model of primary visual cortex. In: Seventh International Conference on Learning Representations (ICLR 2019), S. 1 - 11. Seventh International Conference on Learning Representations (ICLR 2019), New Orleans, LA, USA, 06. Mai 2019 - 09. Mai 2019. (2019)

Schott, L.; Rauber, J.; Bethge, M.; Brendel, W.: Towards the First Adversarially Robust Neural Network Model on MNIST. In: Seventh International Conference on Learning Representations (ICLR 2019), S. 1 - 16. Seventh International Conference on Learning Representations (ICLR 2019), New Orleans, LA, USA, 06. Mai 2019 - 09. Mai 2019. (2019)

Michaelis, C.; Bethge, M.; Ecker, A.: One-Shot Segmentation in Clutter. In: International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden, S. 3549 - 3558 (Hg. Dy, J.; Krause, A.). 35th International Conference on Machine Learning (ICML 2018), Stockholm, Sweden, 10. Juli 2018 - 15. Juli 2018. International Machine Learning Society, Madison, WI, USA (2018)

Klindt, D.; Ecker, A.; Euler, T.; Bethge, M.: Neural system identification for large populations separating "what" and "where". In: Advances in Neural Information Processing Systems 30, S. 3507 - 3517 (Hg. Guyon, I.; von Luxburg, U.; Bengio, S.; Wallach, H.; Fergus, R. et al.). Thirty-First Conference on Neural Information Processing Systems (NIPS 2017), Long Beach, CA, USA, 04. Dezember 2017 - 09. Dezember 2017. Curran, Red Hook, NY, USA (2018)

Gatys, L.; Ecker, A.; Bethge, M.: Image Style Transfer Using Convolutional Neural Networks. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), S. 2414 - 2423. IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016), Las Vegas, NV, USA. IEEE, Piscataway, NJ, USA (2016)

Theis, L.; van den Oord, A.; Bethge, M.: A note on the evaluation of generative models. In: International Conference on Learning Representations (ICLR 2016), S. 1 - 10. International Conference on Learning Representations (ICLR 2016), San Juan, Puerto Rico. (2016)

Gatys, L.; Ecker, A.; Bethge, M.: Texture Synthesis Using Convolutional Neural Networks. In: Advances in Neural Information Processing Systems 28, S. 262 - 270 (Hg. Cortes, C.; Lawrence, N.D.; Lee, D.D.; Sugiyama, M.; Garnett, R. et al.). Twenty-Ninth Annual Conference on Neural Information Processing Systems (NIPS 2015), Montréal, Canada. Curran, Red Hook, NY, USA (2016)

Theis, L.; Bethge, M.: Generative Image Modeling Using Spatial LSTMs. In: Advances in Neural Information Processing Systems 28, S. 1918 - 1926 (Hg. Cortes, C.; Lawrence, N.D.; Lee, D.D.; Sugiyama, M.; Garnett, R. et al.). Twenty-Ninth Annual Conference on Neural Information Processing Systems (NIPS 2015), Montréal, Canada. Curran, Red Hook, NY, USA (2016)

Kümmerer, M.; Theis, L.; Bethge, M.: Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet. In: International Conference on Learning Representations (ICLR 2015), S. 1 - 12. International Conference on Learning Representations (ICLR 2015), San Diego, CA, USA. (2014)

Haefner, R.; Bethge, M.: Evaluating neuronal codes for inference using Fisher information. In: Advances in neural information processing systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, S. 1993 - 2001 (Hg. Lafferty, J.; Williams, C.; Shawe-Taylor, J.; Zemel, R.; Culotta, A.). Twenty-Fourth Annual Conference on Neural Information Processing Systems (NIPS 2010), Vancouver, BC, Canada, 06. Dezember 2010 - 11. Dezember 2010. (2011)

Berens, P.; Gerwinn, S.; Ecker, A.; Bethge, M.: Neurometric function analysis of population codes. In: Advances in Neural Information Processing Systems 22, S. 90 - 98 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)

Gerwinn, S.; Berens, P.; Bethge, M.: A joint maximum-entropy model for binary neural population patterns and continuous signals. In: Advances in Neural Information Processing Systems 22, S. 620 - 628 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)

Macke, J.; Gerwinn, S.; Kaschube , M.; White, L.; Bethge, M.: Bayesian estimation of orientation preference maps. In: Advances in Neural Information Processing Systems 22, S. 1195 - 1203 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)

Sinz, F.; Simoncelli, E.; Bethge, M.: Hierarchical Modeling of Local Image Features through Lp-Nested Symmetric Distributions. In: Advances in Neural Information Processing Systems 22, S. 1696 - 1704 (Hg. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, 07. Dezember 2009 - 10. Dezember 2009. Curran, Red Hook, NY, USA (2010)

Sinz, F.; Bethge, M.: The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction. In: Advances in neural information processing systems 21, S. 1521 - 1528 (Hg. Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.). Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Vancouver, BC, Canada, 08. Dezember 2008 - 10. Dezember 2008. Curran, Red Hook, NY, USA (2009)

Bethge, M.; Berens, P.: Near-Maximum Entropy Models for Binary Neural Representations of Natural Images. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 97 - 104 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)

Gerwinn, S.; Macke, J.; Seeger, M.; Bethge, M.: Bayesian Inference for Spiking Neuron Models with a Sparsity Prior. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 529 - 536 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)

Macke, J.; Zeck, G.; Bethge, M.: Receptive Fields without Spike-Triggering. In: Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007, S. 969 - 976 (Hg. Platt, C.; Koller, D.; Singer, Y.; Roweis, S.). Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Vancouver, BC, Canada, 03. Dezember 2007 - 06. Dezember 2007. Curran, Red Hook, NY, USA (2008)

Seeger, M.; Gerwinn, S.; Bethge, M.: Bayesian Inference for Sparse Generalized Linear Models. In: Machine Learning: ECML 2007: 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, S. 298 - 309 (Hg. Kok, N.; Koronacki, J.; Lopez de Mantaras, R.; Matwin, S.; Mladenic, D. et al.). 18th European Conference on Machine Learning (ECML 2007), Warsaw, Poland, 17. September 2007 - 21. September 2007. Springer, Berlin, Germany (2007)