conftrace_

evidence lower bound

68 papers

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Also known as

ELBO

Co-occurring keywords

variational inference (2069) variational autoencoder (1288) latent variable model (564) generative model (2892) bayesian inference (1907) posterior approximation (132) posterior collapse (55) importance sampling (318) bayesian neural network (201) gradient estimator (59)

Papers

Variational Learning for Unsupervised Knowledge Grounded Dialogs IJCAI 2022
Improving Variational Autoencoders with Density Gap-based Regularization NIPS 2022
Multi-Sample Training for Neural Image Compression NIPS 2022
Cauchy–Schwarz Regularized Autoencoder JMLR 2022
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations AISTATS 2022
Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty AAAI 2021
Monte Carlo Variational Auto-Encoders ICML 2021
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models AISTATS 2021
Collapsed Variational Bounds for Bayesian Neural Networks NIPS 2021
Quantized Variational Inference NIPS 2020
Variational Inference for Sparse Gaussian Process Modulated Hawkes Process AAAI 2020
Decision-Making with Auto-Encoding Variational Bayes NIPS 2020
Probabilistic Circuits for Variational Inference in Discrete Graphical Models NIPS 2020
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL 2020
Generative Semantic Hashing Enhanced via Boltzmann Machines ACL 2020
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models NIPS 2019
Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse NIPS 2019
Doubly Semi-Implicit Variational Inference AISTATS 2019
Importance Weighted Hierarchical Variational Inference NIPS 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text IJCNLP 2019
Learning Disentangled Representation with Pairwise Independence AAAI 2019
Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function INTERSPEECH 2019
Unbiased Implicit Variational Inference AISTATS 2019
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation UAI 2019
The Thermodynamic Variational Objective NIPS 2019