Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber… - Advances in neural …, 2018 - proceedings.neurips.cc
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …
被引用次数：685 相关文章

Generalisation in humans and deep neural networks

R Geirhos, CR Medina Temme, J Rauber… - Thirty-second Annual …, 2019 - pure.mpg.de
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …

Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber, HH Schütt… - 2018 - publishup.uni-potsdam.de
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …

Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber, HH Schütt… - Proceedings of the …, 2018 - dl.acm.org
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …
[PDF] neurips.cc

[PDF][PDF] Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber, HH Schütt… - papers.neurips.cc
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …

Generalisation in humans and deep neural networks

R Geirhos, CR Medina Temme, J Rauber… - arXiv e …, 2018 - ui.adsabs.harvard.edu
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …

[引用][C] Generalisation in humans and deep neural networks

R Geirhos, CRM Temme… - Advances in …, 2018 - tobias-lib.ub.uni-tuebingen.de
Generalisation in humans and deep neural networks Generalisation in humans and deep neural
networks DSpace Repositorium (Manakin basiert) Einloggen Publikationsdienste → …

Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber, HH Schütt… - arXiv preprint arXiv …, 2018 - arxiv.org
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …

[引用][C] Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber… - Advances in Neural …, 2018 - ub01.uni-tuebingen.de
Generalisation in humans and deep neural networks Generalisation in humans and deep neural
networks DSpace Repositorium (Manakin basiert) Einloggen Publikationsdienste → …

Generalisation in humans and deep neural networks

R Geirhos, CRM Temme, J Rauber… - Advances in …, 2018 - proceedings.neurips.cc
We compare the robustness of humans and current convolutional deep neural networks
(DNNs) on object recognition under twelve different types of image degradations. First, using …