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Dive into the research topics where Tim Salimans is active.

Publication


Featured researches published by Tim Salimans.


neural information processing systems | 2016

Improved techniques for training GANs

Tim Salimans; Ian J. Goodfellow; Wojciech Zaremba; Vicki Cheung; Alec Radford; Xi Chen


neural information processing systems | 2016

Weight normalization: a simple reparameterization to accelerate training of deep neural networks

Tim Salimans; Diederik P. Kingma


international conference on machine learning | 2015

Markov Chain Monte Carlo and Variational Inference: Bridging the Gap

Tim Salimans; Diederik P. Kingma; Max Welling


neural information processing systems | 2015

Variational dropout and the local reparameterization trick

Diederik P. Kingma; Tim Salimans; Max Welling


arXiv: Machine Learning | 2017

Evolution Strategies as a Scalable Alternative to Reinforcement Learning.

Tim Salimans; Jonathan Ho; Xi Chen; Ilya Sutskever


international conference on learning representations | 2017

Variational Lossy Autoencoder

Xi Chen; Diederik P. Kingma; Tim Salimans; Yan Duan; Prafulla Dhariwal; John Schulman; Ilya Sutskever; Pieter Abbeel


neural information processing systems | 2016

Improving Variational Inference with Inverse Autoregressive Flow.

Diederik P. Kingma; Tim Salimans; Max Welling


international conference on learning representations | 2017

PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications

Tim Salimans; Andrej Karpathy; Xi Chen; Diederik P. Kingma


international conference on learning representations | 2018

Improving GANs Using Optimal Transport

Tim Salimans; Han Zhang; Alec Radford; Dimitris N. Metaxas


neural information processing systems | 2016

Improved Variational Inference with Inverse Autoregressive Flow

Diederik P. Kingma; Tim Salimans; Rafal Jozefowicz; Xi Chen; Ilya Sutskever; Max Welling

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Max Welling

University of Amsterdam

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