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variational autoencoder

1288 papers

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Co-occurring keywords

generative model (2892) variational inference (2069) latent space (854) representation learning (6206) latent representation (418) latent variable (541) disentangled representation (521) unsupervised learning (3264) latent variable model (564) generative adversarial network (1944)

Papers

Learning From Noisy Web Data With Category-Level Supervision CVPR 2018
Adversarially Regularized Autoencoders ICML 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music ICML 2018
Iterative Amortized Inference ICML 2018
Structured Variationally Auto-encoded Optimization ICML 2018
Neural Relational Inference for Interacting Systems ICML 2018
Semi-Amortized Variational Autoencoders ICML 2018
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
Spherical Latent Spaces for Stable Variational Autoencoders EMNLP 2018
Hierarchical CVAE for Fine-Grained Hate Speech Classification EMNLP 2018
Scalable Factorized Hierarchical Variational Autoencoder Training INTERSPEECH 2018
Neural Autoregressive Flows ICML 2018
Inference Suboptimality in Variational Autoencoders ICML 2018
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML 2018
Learning Attractor Dynamics for Generative Memory NIPS 2018
Learning Latent Subspaces in Variational Autoencoders NIPS 2018
Flexible and accurate inference and learning for deep generative models NIPS 2018
Information Constraints on Auto-Encoding Variational Bayes NIPS 2018
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NIPS 2018
GumBolt: Extending Gumbel trick to Boltzmann priors NIPS 2018
Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies NIPS 2018
Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems NIPS 2018
Learning Disentangled Joint Continuous and Discrete Representations NIPS 2018
Assessing Generative Models via Precision and Recall NIPS 2018
Embedding Words as Distributions with a Bayesian Skip-gram Model COLING 2018