Variational Inference

Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019 Data Augmentation Using Variational Autoencoder for Embedding Based Speaker Verification Interspeech 2019 Decoupling Sparsity and Smoothness in the Dirichlet Variational Autoencoder Topic Model JMLR 2019 Deep Bayesian Natural Language Processing ACL 2019 Deep Clustering by Gaussian Mixture Variational Autoencoders With Graph Embedding ICCV 2019 Deep Gaussian Processes with Importance-Weighted Variational Inference ICML 2019 Deep Generative Learning via Variational Gradient Flow ICML 2019 Deep Generative Video Compression NeurIPS 2019 Deep Latent Generative Models for Energy Disaggregation AAAI 2019 Deep Random Splines for Point Process Intensity Estimation of Neural Population Data NeurIPS 2019 Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion NeurIPS 2019 Deep Robust Subjective Visual Property Prediction in Crowdsourcing CVPR 2019 Dependency Grammar Induction with a Neural Variational Transition-Based Parser AAAI 2019 Deterministic Variational Inference for Robust Bayesian Neural Networks ICLR 2019 Diagnosing and Enhancing VAE Models ICLR 2019 DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder ICLR 2019 Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference AISTATS 2019 Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem UAI 2019 Direct Optimization through $\arg \max$ for Discrete Variational Auto-Encoder NeurIPS 2019 Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation EMNLP 2019 Disentangled Relational Representations for Explaining and Learning from Demonstration CoRL 2019 Disentangled Variational Representation for Heterogeneous Face Recognition AAAI 2019 Disentangling Disentanglement in Variational Autoencoders ICML 2019 Disentangling Latent Hands for Image Synthesis and Pose Estimation CVPR 2019 Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions CVPR 2019