Generative Modeling of Convolutional Neural Networks

19 December 2014

Papers citing "Generative Modeling of Convolutional Neural Networks"

17 / 17 papers shown

Title
Structured Multi-task Learning for Molecular Property Prediction Shengchao Liu Meng Qu Zuobai Zhang Huiyu Cai Jian Tang 23 24 0 22 Feb 2022
Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns Jianwen Xie Song-Chun Zhu Ying Nian Wu GAN 29 52 0 26 Sep 2019
Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model Erik Nijkamp Mitch Hill Song-Chun Zhu Ying Nian Wu 31 209 0 22 Apr 2019
On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models Erik Nijkamp Mitch Hill Tian Han Song-Chun Zhu Ying Nian Wu 21 151 0 29 Mar 2019
Interpretable Convolutional Neural Networks via Feedforward Design C.-C. Jay Kuo Min Zhang Siyang Li Jiali Duan Yueru Chen 33 155 0 05 Oct 2018
A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling Zhijian Ou 36 16 0 05 Aug 2018
Generative Modeling by Inclusive Neural Random Fields with Applications in Image Generation and Anomaly Detection Yunfu Song Zhijian Ou DiffM 19 30 0 01 Jun 2018
Fixing a Broken ELBO Alexander A. Alemi Ben Poole Ian S. Fischer Joshua V. Dillon Rif A. Saurous Kevin Patrick Murphy DRL BDL 39 80 0 01 Nov 2017
On Data-Driven Saak Transform C.-C. Jay Kuo Yueru Chen AI4TS 26 93 0 11 Oct 2017
Learning Energy-Based Models as Generative ConvNets via Multi-grid Modeling and Sampling Ruiqi Gao Yang Lu Junpei Zhou Song-Chun Zhu Ying Nian Wu 39 78 0 26 Sep 2017
Cooperative Training of Descriptor and Generator Networks Jianwen Xie Yang Lu Ruiqi Gao Song-Chun Zhu Ying Nian Wu GAN 26 140 0 29 Sep 2016
Understanding Convolutional Neural Networks with A Mathematical Model C.-C. Jay Kuo FAtt 27 372 0 14 Sep 2016
Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet Jianwen Xie Song-Chun Zhu Ying Nian Wu GAN 37 10 0 03 Jun 2016
A Theory of Generative ConvNet Jianwen Xie Yang Lu Song-Chun Zhu Ying Nian Wu DiffM GAN 50 318 0 10 Feb 2016
Super-Resolution with Deep Convolutional Sufficient Statistics Joan Bruna Pablo Sprechmann Yann LeCun SupR 28 323 0 18 Nov 2015
Learning FRAME Models Using CNN Filters Yang Lu Song-Chun Zhu Ying Nian Wu GAN 28 66 0 28 Sep 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 69 1,864 0 22 Jun 2015