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Variational Inference

1946 directly classified papers

Papers per year

Papers

Variance reduction properties of the reparameterization trick AISTATS 2019
Variational Noise-Contrastive Estimation AISTATS 2019
Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference AISTATS 2019
The LORACs Prior for VAEs: Letting the Trees Speak for the Data AISTATS 2019
Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function INTERSPEECH 2019
Semi-Supervised Voice Conversion with Amortized Variational Inference INTERSPEECH 2019
Unsupervised Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks INTERSPEECH 2019
Self Attention in Variational Sequential Learning for Summarization INTERSPEECH 2019
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders INTERSPEECH 2019
Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora INTERSPEECH 2019
Group Latent Embedding for Vector Quantized Variational Autoencoder in Non-Parallel Voice Conversion INTERSPEECH 2019
Predictive Auxiliary Variational Autoencoder for Representation Learning of Global Speech Characteristics INTERSPEECH 2019
Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling INTERSPEECH 2019
Data Augmentation Using Variational Autoencoder for Embedding Based Speaker Verification INTERSPEECH 2019
Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow UAI 2019
Subspace Inference for Bayesian Deep Learning UAI 2019
Variational Laplace Autoencoders ICML 2019
Good Initializations of Variational Bayes for Deep Models ICML 2019
A Contrastive Divergence for Combining Variational Inference and MCMC ICML 2019
Deep Gaussian Processes with Importance-Weighted Variational Inference ICML 2019
Hierarchical Decompositional Mixtures of Variational Autoencoders ICML 2019
The Variational Predictive Natural Gradient ICML 2019
Convolutional Poisson Gamma Belief Network ICML 2019
Moment-Based Variational Inference for Markov Jump Processes ICML 2019