conftrace_

variational learning

10 papers

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Co-occurring keywords

variational inference (2069) latent variable (541) concrete distribution (2) joint training (106) dialog generation (55) task-oriented dialog (113) dialog system (218) persona consistency (28) low-level vision (17) latent belief state (1)

Papers

On the Trainability and Classical Simulability of Learning Matrix Product States Variationally AAAI 2025
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting ICML 2023
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction IJCAI 2022
Nonparametric Decomposition of Sparse Tensors ICML 2021
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions EMNLP 2020
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning EMNLP 2020
Bayesian Learning of Neural Network Architectures AISTATS 2019
Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model CVPR 2019
Evaluating the Variance of Likelihood-Ratio Gradient Estimators ICML 2017
Variational Learning of Clusters of Undercomplete Nonsymmetric Independent Components JMLR 2002