Visualizing and Understanding Sum-Product Networks

29 August 2016

Papers citing "Visualizing and Understanding Sum-Product Networks"

21 / 21 papers shown

Title
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)? Lorenzo Loconte Antonio Mari G. Gala Robert Peharz Cassio de Campos Erik Quaeghebeur G. Vessio Antonio Vergari 81 11 0 12 Sep 2024
On Relaxing Determinism in Arithmetic Circuits Arthur Choi Adnan Darwiche 36 57 0 22 Aug 2017
Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks Diarmaid Conaty Denis Deratani Mauá Cassio P. de Campos TPM 39 29 0 17 Mar 2017
Online Structure Learning for Sum-Product Networks with Gaussian Leaves W. Hsu Agastya Kalra Pascal Poupart TPM 80 28 0 19 Jan 2017
On the Latent Variable Interpretation in Sum-Product Networks Robert Peharz Robert Gens Franz Pernkopf Pedro M. Domingos TPM 25 132 0 22 Jan 2016
A note on the evaluation of generative models Lucas Theis Aaron van den Oord Matthias Bethge EGVM 100 1,145 0 05 Nov 2015
Learning Tractable Probabilistic Models for Fault Localization Aniruddh Nath Pedro M. Domingos TPM 44 27 0 07 Jul 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 122 1,871 0 22 Jun 2015
Visualizing and Understanding Recurrent Networks A. Karpathy Justin Johnson Li Fei-Fei HAI 111 1,100 0 05 Jun 2015
The Libra Toolkit for Probabilistic Models Daniel Lowd Pedram Rooshenas TPM 31 31 0 01 Apr 2015
MADE: Masked Autoencoder for Distribution Estimation M. Germain Karol Gregor Iain Murray Hugo Larochelle OOD SyDa UQCV 150 867 0 12 Feb 2015
On the Relationship between Sum-Product Networks and Bayesian Networks Haiying Zhao Mazen Melibari Pascal Poupart TPM 80 91 0 06 Jan 2015
On the Expressive Efficiency of Sum Product Networks James Martens Venkatesh Medabalimi TPM 47 67 0 27 Nov 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 194 8,321 0 06 Nov 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 237 14,893 1 21 Dec 2013
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 414 16,947 0 20 Dec 2013
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 281 7,279 0 20 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 475 15,861 0 12 Nov 2013
A Differential Approach to Inference in Bayesian Networks Adnan Darwiche TPM 77 623 0 16 Jan 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 222 12,422 0 24 Jun 2012
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 74 758 0 14 Feb 2012