generative model

Unified Representation and Lifted Sampling for Generative Models of Social Networks IJCAI 2017 Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification Interspeech 2017 Value-Aware Loss Function for Model-based Reinforcement Learning AISTATS 2017 Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold CVPR 2017 Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering IJCAI 2017 Variational Memory Addressing in Generative Models NeurIPS 2017 Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NeurIPS 2017 When Does Label Propagation Fail? A View from a Network Generative Model IJCAI 2017 A Bayesian method for reducing bias in neural representational similarity analysis NeurIPS 2016 Accelerated Generative Models for 3D Point Cloud Data CVPR 2016 An Architecture for Deep, Hierarchical Generative Models NeurIPS 2016 A Powerful Generative Model Using Random Weights for the Deep Image Representation NeurIPS 2016 A Probabilistic Framework for Deep Learning NeurIPS 2016 Attend, Infer, Repeat: Fast Scene Understanding with Generative Models NeurIPS 2016 Auxiliary Deep Generative Models ICML 2016 Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models JMLR 2016 Bidirectional Helmholtz Machines ICML 2016 Blazing the trails before beating the path: Sample-efficient Monte-Carlo planning NeurIPS 2016 Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis CVPR 2016 Conditional Generative Moment-Matching Networks NeurIPS 2016 Confusions over Time: An Interpretable Bayesian Model to Characterize Trends in Decision Making NeurIPS 2016 Data Programming: Creating Large Training Sets, Quickly NeurIPS 2016 Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation AISTATS 2016 Dynamic Generative model for Diachronic Sense Emergence Detection COLING 2016 Factored Temporal Sigmoid Belief Networks for Sequence Learning ICML 2016