Wasserstein generative adversarial networks, Proceedings of the 34th International Conference on Machine Learning, pp.6-11, 2017. ,

Approximation by superpositions of a sigmoidal function, Mathematics of Control, Signals, and Systems, vol.27, issue.4, pp.303-314, 1989. ,

DOI : 10.1090/pspum/028.2/0507425

Density estimation using real NVP, 2017. ,

Training generative neural networks via maximum mean discrepancy optimization, 2015. ,

Generative adversarial nets, Advances in neural information processing systems, pp.2672-2680, 2014. ,

Improved training of wasserstein gans ,

Permutation-equivariant neural networks applied to dynamics prediction ,

Gans trained by a two time-scale update rule converge to a nash equilibrium ,

Progressive growing of GANs for improved quality, stability, and variation, ICLR, 2018. ,

Adam: A method for stochastic optimization, iclr, 2015. ,

Auto-encoding variational Bayes, ICLR, 2014. ,

Generative moment matching networks ,

Neural Network Processing for Multiset Data, Proceedings of the 17th International Conference on Artificial Neural Networks, ICANN'07, pp.460-470, 2007. ,

DOI : 10.1007/978-3-540-74690-4_47

Further results in multiset processing with neural networks, Neural Networks, vol.21, issue.6, pp.830-837, 2008. ,

DOI : 10.1016/j.neunet.2008.06.020

Spectral normalization for generative adversarial networks URL https://openreview.net/forum? id=B1QRgziT-. accepted as oral presentation, International Conference on Learning Representations, 2018. ,

Training generative neural samplers using variational divergence minimization, Advances in Neural Information Processing Systems, pp.271-279, 2016. ,

Pointnet: Deep learning on point sets for 3d classification and segmentation ,

Unsupervised representation learning with deep convolutional generative adversarial networks, 2015. ,

Stochastic backpropagation and approximate inference in deep generative models, ICML, 2014. ,

Improved techniques for training GANs, NIPS, 2016. ,

Deep unsupervised learning using nonequilibrium thermodynamics, 2015. ,

Attention is all you need, Advances in Neural Information Processing Systems 30, pp.6000-6010, 2017. ,

,