conftrace_

latent variable model

564 papers

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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

Variational Autoencoders and Nonlinear ICA: A Unifying Framework AISTATS 2020
Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE NIPS 2020
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL 2020
Improving Inference for Neural Image Compression NIPS 2020
Identifying signal and noise structure in neural population activity with Gaussian process factor models NIPS 2020
Learning Attribute Patterns in High-Dimensional Structured Latent Attribute Models JMLR 2019
Theoretical guarantees for sampling and inference in generative models with latent diffusions COLT 2019
Random Function Priors for Correlation Modeling ICML 2019
Deep Factors for Forecasting ICML 2019
Block Neural Autoregressive Flow UAI 2019
The Variational Predictive Natural Gradient ICML 2019
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness ICML 2019
A Contrastive Divergence for Combining Variational Inference and MCMC ICML 2019
Joint PLDA for Simultaneous Modeling of Two Factors JMLR 2019
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables ICML 2019
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks NAACL 2019
Unsupervised Learning with Contrastive Latent Variable Models AAAI 2019
Quantity Tagger: A Latent-Variable Sequence Labeling Approach to Solving Addition-Subtraction Word Problems ACL 2019
Re-examination of the Role of Latent Variables in Sequence Modeling NIPS 2019
Tensor Monte Carlo: Particle Methods for the GPU era NIPS 2019
On the Global Convergence of (Fast) Incremental Expectation Maximization Methods NIPS 2019
Improved Conditional VRNNs for Video Prediction ICCV 2019
A Latent Variable Model for Learning Distributional Relation Vectors IJCAI 2019
Planning with Goal-Conditioned Policies NIPS 2019
Open Domain Event Extraction Using Neural Latent Variable Models ACL 2019