discrete latent variable

Poisson Variational Autoencoder NeurIPS 2024 Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models AAAI 2023 Bridging Discrete and Backpropagation: Straight-Through and Beyond NeurIPS 2023 Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick NeurIPS 2023 Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping AAAI 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 Unbiased learning of deep generative models with structured discrete representations NeurIPS 2023 Double Control Variates for Gradient Estimation in Discrete Latent Variable Models AISTATS 2022 latent-GLAT: Glancing at Latent Variables for Parallel Text Generation ACL 2022 Learning Interpretable Latent Dialogue Actions With Less Supervision AACL 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 PCVAE: Generating Prior Context for Dialogue Response Generation IJCAI 2022 Training Discrete Deep Generative Models via Gapped Straight-Through Estimator ICML 2022 ARMS: Antithetic-REINFORCE-Multi-Sample Gradient for Binary Variables ICML 2021 CARMS: Categorical-Antithetic-REINFORCE Multi-Sample Gradient Estimator NeurIPS 2021 Coupled Gradient Estimators for Discrete Latent Variables NeurIPS 2021 Event Representation with Sequential, Semi-Supervised Discrete Variables NAACL 2021 GraphDF: A Discrete Flow Model for Molecular Graph Generation ICML 2021 Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021 Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator ICLR 2021 Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems ICML 2020 Discrete Latent Variable Representations for Low-Resource Text Classification ACL 2020 Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity NeurIPS 2020