Scalable Population Synthesis with Deep Generative Modeling

21 August 2018

Papers citing "Scalable Population Synthesis with Deep Generative Modeling"

21 / 21 papers shown

Title
A Tutorial on Learning With Bayesian Networks David Heckerman CML 180 3,515 0 01 Feb 2020
Introducing Super Pseudo Panels: Application to Transport Preference Dynamics S. Borysov Jeppe Rich AI4TS 76 7 0 01 Mar 2019
Modeling urbanization patterns with generative adversarial networks A. Albert E. Strano Jasleen Kaur Marta C. González GAN 30 32 0 08 Jan 2018
Pomegranate: fast and flexible probabilistic modeling in python Jacob Schreiber 47 175 0 31 Oct 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 100 7,318 0 27 Oct 2017
Unsupervised learning of phase transitions: from principal component analysis to variational autoencoders S. J. Wetzel SSL DRL 26 315 0 07 Mar 2017
Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit Kevin Schawinski Ce Zhang Hantian Zhang Lucas Fowler G. Santhanam GAN 34 186 0 01 Feb 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 212 5,323 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 102 2,518 0 02 Nov 2016
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 114 2,911 0 07 Oct 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 42 2,397 0 18 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 229 10,646 0 15 Sep 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 265 7,361 0 12 Sep 2016
Discrete Variational Autoencoders J. Rolfe BDL DRL 133 255 0 07 Sep 2016
Tutorial on Variational Autoencoders Carl Doersch BDL DRL 74 1,736 0 19 Jun 2016
Towards Conceptual Compression Karol Gregor F. Besse Danilo Jimenez Rezende Ivo Danihelka Daan Wierstra DRL OCL SSL BDL 42 247 0 29 Apr 2016
Ladder Variational Autoencoders C. Sønderby T. Raiko Lars Maaløe Søren Kaae Sønderby Ole Winther BDL DRL 70 907 0 06 Feb 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 226 13,968 0 19 Nov 2015
A note on the evaluation of generative models Lucas Theis Aaron van den Oord Matthias Bethge EGVM 61 1,139 0 05 Nov 2015
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 243 4,143 0 21 May 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 344 16,972 0 20 Dec 2013