conftrace_

deep generative model

143 papers

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Also known as

DGM

Co-occurring keywords

variational inference (2069) generative model (2892) variational autoencoder (1288) image generation (2073) unsupervised learning (3264) latent variable model (564) neural network (6616) latent space (854) representation learning (6206) out-of-distribution detection (617)

Papers

Bias and Generalization in Deep Generative Models: An Empirical Study NIPS 2018
Generative Face Completion CVPR 2017
Wasserstein Learning of Deep Generative Point Process Models NIPS 2017
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models NIPS 2017
Probabilistic Typology: Deep Generative Models of Vowel Inventories ACL 2017
Prediction and Control with Temporal Segment Models ICML 2017
Continual Learning with Deep Generative Replay NIPS 2017
A Deep Generative Deconvolutional Image Model AISTATS 2016
An Architecture for Deep, Hierarchical Generative Models NIPS 2016
One-Shot Generalization in Deep Generative Models ICML 2016
Unsupervised Learning of 3D Structure from Images NIPS 2016
Towards Conceptual Compression NIPS 2016
Deep Temporal Sigmoid Belief Networks for Sequence Modeling NIPS 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
Generative Moment Matching Networks ICML 2015
Max-Margin Deep Generative Models NIPS 2015
Stochastic Backpropagation and Approximate Inference in Deep Generative Models ICML 2014
Semi-supervised Learning with Deep Generative Models NIPS 2014