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

Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables ICML 2020
An Empirical Investigation of Contextualized Number Prediction EMNLP 2020
An Expectation Maximisation Algorithm for Automated Cognate Detection CONLL 2020
Semi-Supervised Learning with Normalizing Flows ICML 2020
Amortised Learning by Wake-Sleep ICML 2020
Addressing Posterior Collapse with Mutual Information for Improved Variational Neural Machine Translation ACL 2020
Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition Under Reshuffling AAAI 2020
Co-Occurrence Estimation from Aggregated Data with Auxiliary Information AAAI 2020
Structured Output Learning with Conditional Generative Flows AAAI 2020
Discrete Latent Variable Representations for Low-Resource Text Classification ACL 2020
Accelerating Reinforcement Learning with Learned Skill Priors CORL 2020
Generating Narrative Text in a Switching Dynamical System CONLL 2020
Learning Latent Forests for Medical Relation Extraction IJCAI 2020
Learning Informative Representations of Biomedical Relations with Latent Variable Models EMNLP 2020
Generalized Independent Noise Condition for Estimating Latent Variable Causal Graphs NIPS 2020
An Expectation Maximisation Algorithm for Automated Cognate Detection EMNLP 2020
Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation EMNLP 2020
MCEN: Bridging Cross-Modal Gap between Cooking Recipes and Dish Images with Latent Variable Model CVPR 2020
Dialogue State Induction Using Neural Latent Variable Models IJCAI 2020
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP 2020
Disentangling Direct and Indirect Interactions in Polytomous Item Response Theory Models IJCAI 2020
A Variational Point Process Model for Social Event Sequences AAAI 2020
Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models ICML 2020
Manifold GPLVMs for discovering non-Euclidean latent structure in neural data NIPS 2020