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

Poisson Variational Autoencoder NIPS 2024
Bridging Discrete and Backpropagation: Straight-Through and Beyond NIPS 2023
Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models AAAI 2023
Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping AAAI 2023
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick NIPS 2023
Unbiased learning of deep generative models with structured discrete representations NIPS 2023
RevUp: Revise and Update Information Bottleneck for Event Representation EACL 2023
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables AAAI 2023
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL 2022
Learning Interpretable Latent Dialogue Actions With Less Supervision IJCNLP 2022
Training Discrete Deep Generative Models via Gapped Straight-Through Estimator ICML 2022
Learning Interpretable Latent Dialogue Actions With Less Supervision AACL 2022
Double Control Variates for Gradient Estimation in Discrete Latent Variable Models AISTATS 2022
PCVAE: Generating Prior Context for Dialogue Response Generation IJCAI 2022
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables EMNLP 2022
Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022
Event Representation with Sequential, Semi-Supervised Discrete Variables NAACL 2021
CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator NIPS 2021
Coupled Gradient Estimators for Discrete Latent Variables NIPS 2021
GraphDF: A Discrete Flow Model for Molecular Graph Generation ICML 2021
ARMS: Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables ICML 2021
Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity NIPS 2020
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable ACL 2020
Discrete Latent Variable Representations for Low-Resource Text Classification ACL 2020
Semi-supervised New Event Type Induction and Event Detection EMNLP 2020