conftrace_

discrete latent variable

43 papers

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Co-occurring keywords

variational autoencoder (1288) variational inference (2069) variance reduction (523) generative model (2892) gradient estimation (150) gradient estimator (59) latent variable model (564) text generation (2913) dialogue generation (454) semi-supervised learning (2341)

Papers

Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems ICML 2020
Explicit Semantic Decomposition for Definition Generation ACL 2020
Improving Unsupervised Sparsespeech Acoustic Models with Categorical Reparameterization INTERSPEECH 2020
Doc2hash: Learning Discrete Latent variables for Documents Retrieval NAACL 2019
Latent Structure Models for Natural Language Processing ACL 2019
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks INTERSPEECH 2019
A Discrete CVAE for Response Generation on Short-Text Conversation IJCNLP 2019
Learning Discrete and Continuous Factors of Data via Alternating Disentanglement ICML 2019
Tensor Variable Elimination for Plated Factor Graphs ICML 2019
Direct Optimization through $\arg \max$ for Discrete Variational Auto-Encoder NIPS 2019
SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression NAACL 2019
Paraphrase Generation with Latent Bag of Words NIPS 2019
A Discrete CVAE for Response Generation on Short-Text Conversation EMNLP 2019
Discretely Relaxing Continuous Variables for tractable Variational Inference NIPS 2018
Fast Decoding in Sequence Models Using Discrete Latent Variables ICML 2018
DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NIPS 2018
GumBolt: Extending Gumbel trick to Boltzmann priors NIPS 2018
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS 2017