Inference in Probabilistic Graphical Models by Graph Neural Networks

Inference in Probabilistic Graphical Models by Graph Neural Networks

21 March 2018

Xaq Pitkow

Papers citing "Inference in Probabilistic Graphical Models by Graph Neural Networks"

19 / 19 papers shown

Title
The Expressive Power of Graph Neural Networks: A Survey Bingxue Zhang Changjun Fan Shixuan Liu Kuihua Huang Xiang Zhao Jin-Yu Huang Zhong Liu 124 22 0 16 Aug 2023
Situation Recognition with Graph Neural Networks Ruiyu Li Makarand Tapaswi Renjie Liao Jiaya Jia R. Urtasun Sanja Fidler GNN 42 131 0 14 Aug 2017
Supervised Community Detection with Line Graph Neural Networks Zhengdao Chen Xiang Li Joan Bruna 48 78 0 23 May 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 274 7,388 0 04 Apr 2017
The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino Ruslan Salakhutdinov Abhinav Gupta GNN OCL 76 345 0 14 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 439 28,901 0 09 Sep 2016
Discriminative Embeddings of Latent Variable Models for Structured Data H. Dai Bo Dai Le Song BDL 101 695 0 17 Mar 2016
Convolutional Pose Machines S. Wei V. Ramakrishna T. Kanade Yaser Sheikh 3DV SSL 84 2,739 0 30 Jan 2016
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 262 3,271 0 17 Nov 2015
Structure Inference Machines: Recurrent Neural Networks for Analyzing Relations in Group Activity Recognition Zhiwei Deng Arash Vahdat Hexiang Hu Greg Mori BDL GNN 50 242 0 13 Nov 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 149 3,337 0 30 Sep 2015
Deeply Learning the Messages in Message Passing Inference Guosheng Lin Chunhua Shen Ian Reid Anton Van Den Hengel 3DV 66 63 0 06 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 808 149,474 0 22 Dec 2014
Mean-Field Networks Yujia Li R. Zemel 50 28 0 21 Oct 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 629 23,235 0 03 Jun 2014
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 125 4,856 0 21 Dec 2013
Expectation Propagation for approximate Bayesian inference T. Minka 107 1,906 0 10 Jan 2013
Loopy Belief Propogation and Gibbs Measures S. Tatikonda Michael I. Jordan 50 217 0 12 Dec 2012
Stochastic Belief Propagation: A Low-Complexity Alternative to the Sum-Product Algorithm Nima Noorshams Martin J. Wainwright 92 44 0 04 Nov 2011