Variational Inference

A Conditional Variational Framework for Dialog Generation ACL 2017 Acoustic Feature Learning via Deep Variational Canonical Correlation Analysis Interspeech 2017 A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NeurIPS 2017 A Divergence Bound for Hybrids of MCMC and Variational Inference and an Application to Langevin Dynamics and SGVI ICML 2017 Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks ICML 2017 A Generative Parser with a Discriminative Recognition Algorithm ACL 2017 Age Progression/Regression by Conditional Adversarial Autoencoder CVPR 2017 A Hybrid Convolutional Variational Autoencoder for Text Generation EMNLP 2017 AIDE: An algorithm for measuring the accuracy of probabilistic inference algorithms NeurIPS 2017 Automatic Differentiation Variational Inference JMLR 2017 Bottleneck Conditional Density Estimation ICML 2017 Causal Effect Inference with Deep Latent-Variable Models NeurIPS 2017 Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017 Context Selection for Embedding Models NeurIPS 2017 Creativity: Generating Diverse Questions Using Variational Autoencoders CVPR 2017 Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation CVPR 2017 Deep Dynamic Poisson Factorization Model NeurIPS 2017 Deep Mean-Shift Priors for Image Restoration NeurIPS 2017 Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation CVPR 2017 Deep Quantization: Encoding Convolutional Activations With Deep Generative Model CVPR 2017 Deep Recurrent Generative Decoder for Abstractive Text Summarization EMNLP 2017 Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017 Differentiable Learning of Submodular Models NeurIPS 2017 Discovering Discrete Latent Topics with Neural Variational Inference ICML 2017 Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space NeurIPS 2017