Keyword [Classification] [Image Reconstruction] [CapsulesNet]

Sabour S, Frosst N, Hinton G E. Dynamic routing between capsules[C]//Advances in neural information processing systems. 2017: 3856-3866.

Keyword [Cerebral Cortex] [CNN Limitation]

CapsulesNet 的解析及整理

Isola P, Zhu J Y, Zhou T, et al. Image-to-image translation with conditional adversarial networks[C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2017: 1125-1134.

Liu M Y, Breuel T, Kautz J. Unsupervised image-to-image translation networks[C]//Advances in Neural Information Processing Systems. 2017: 700-708.

Zhu J Y, Park T, Isola P, et al. Unpaired image-to-image translation using cycle-consistent adversarial networks[C]//Proceedings of the IEEE international conference on computer vision. 2017: 2223-2232.

Kingma D P, Welling M. Auto-encoding variational bayes[J]. arXiv preprint arXiv:1312.6114, 2013.

Keyword [Citywide Crowd Flows]

Zhang J, Zheng Y, Qi D. Deep spatio-temporal residual networks for citywide crowd flows prediction[C]//Thirty-First AAAI Conference on Artificial Intelligence. 2017.

Wu X, Zhang X. Automated inference on criminality using face images[J]. arXiv preprint arXiv:1611.04135, 2016: 4038-4052.

Keyword [AlexNet]

Krizhevsky A, Sutskever I, Hinton G E. Imagenet classification with deep convolutional neural networks[C]//Advances in neural information processing systems. 2012: 1097-1105.

Shrivastava A, Pfister T, Tuzel O, et al. Learning from simulated and unsupervised images through adversarial training[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017: 2107-2116.