conftrace_

latent variable model

564 papers

Explore in graph

Also known as

LVM

Co-occurring keywords

variational inference (2069) latent variable (541) variational autoencoder (1288) gaussian process (1200) bayesian inference (1907) generative model (2892) expectation maximization (255) unsupervised learning (3264) probabilistic modeling (852) probabilistic model (476)

Papers

AutoSense Model for Word Sense Induction AAAI 2019
Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019
Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019
On the Global Convergence of (Fast) Incremental Expectation Maximization Methods NIPS 2019
Tensor Monte Carlo: Particle Methods for the GPU era NIPS 2019
Block Neural Autoregressive Flow UAI 2019
Theoretical guarantees for sampling and inference in generative models with latent diffusions COLT 2019
Open Event Extraction from Online Text using a Generative Adversarial Network IJCNLP 2019
Probabilistic Riemannian submanifold learning with wrapped Gaussian process latent variable models AISTATS 2019
Structured Disentangled Representations AISTATS 2019
Gaussian Process Latent Variable Alignment Learning AISTATS 2019
Inferring Multidimensional Rates of Aging from Cross-Sectional Data AISTATS 2019
Training Variational Autoencoders with Buffered Stochastic Variational Inference AISTATS 2019
Learning Attribute Patterns in High-Dimensional Structured Latent Attribute Models JMLR 2019
Joint PLDA for Simultaneous Modeling of Two Factors JMLR 2019
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks NAACL 2019
Diversifying Reply Suggestions Using a Matching-Conditional Variational Autoencoder NAACL 2019
Neural Chinese Address Parsing NAACL 2019
Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models NAACL 2019
Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models ICML 2019
Generalized Majorization-Minimization ICML 2019
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables ICML 2019
A Latent Variable Model for Learning Distributional Relation Vectors IJCAI 2019
Improved Conditional VRNNs for Video Prediction ICCV 2019
LayoutVAE: Stochastic Scene Layout Generation From a Label Set ICCV 2019