Neural Adaptive Sequential Monte Carlo

Neural Adaptive Sequential Monte Carlo

10 June 2015

Zoubin Ghahramani

Papers citing "Neural Adaptive Sequential Monte Carlo"

16 / 16 papers shown

Title
Trust-Region Twisted Policy Improvement Joery A. de Vries Jinke He Yaniv Oren M. Spaan OffRL LRM 80 0 0 08 Apr 2025
Learning state and proposal dynamics in state-space models using differentiable particle filters and neural networks Benjamin Cox Santiago Segarra Victor Elvira 119 0 0 23 Nov 2024
Masked Autoregressive Flow for Density Estimation George Papamakarios Theo Pavlakou Iain Murray 204 1,351 0 19 May 2017
Structured Inference Networks for Nonlinear State Space Models Rahul G. Krishnan Uri Shalit David Sontag BDL 86 457 0 30 Sep 2016
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 161 1,961 0 16 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014
Learning Stochastic Recurrent Networks Justin Bayer Christian Osendorfer BDL 66 274 0 27 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 417 20,541 0 10 Sep 2014
Variational Gaussian Process State-Space Models R. Frigola Yutian Chen C. Rasmussen BDL 54 178 0 18 Jun 2014
Reweighted Wake-Sleep J. Bornschein Yoshua Bengio BDL 88 183 0 11 Jun 2014
Neural Variational Inference and Learning in Belief Networks A. Mnih Karol Gregor BDL 171 730 0 31 Jan 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 439 16,940 0 20 Dec 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 146 4,033 0 04 Aug 2013
Expectation Propagation for approximate Bayesian inference T. Minka 127 1,907 0 10 Jan 2013
Advances in Optimizing Recurrent Networks Yoshua Bengio Nicolas Boulanger-Lewandowski Razvan Pascanu ODL 100 522 0 04 Dec 2012
Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription Nicolas Boulanger-Lewandowski Yoshua Bengio Pascal Vincent 173 702 0 27 Jun 2012