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Variational Inference

1,952 papers

Papers per year

2
9
31
252
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Papers

Training Deep Energy-Based Models with f-Divergence Minimization ICML 2020
Perceptual Generative Autoencoders ICML 2020
Learning to Learn Kernels with Variational Random Features ICML 2020
Variance Reduction and Quasi-Newton for Particle-Based Variational Inference ICML 2020
HAF-SVG: Hierarchical Stochastic Video Generation with Aligned Features IJCAI 2020
Structured Probabilistic End-to-End Learning from Crowds IJCAI 2020
Variational Learning of Bayesian Neural Networks via Bayesian Dark Knowledge IJCAI 2020
Diffusion Variational Autoencoders IJCAI 2020
Lifted Hybrid Variational Inference IJCAI 2020
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model IJCAI 2020
Predictive Uncertainty Estimation for Tractable Deep Probabilistic Models IJCAI 2020
End-to-End Signal Factorization for Speech: Identity, Content, and Style IJCAI 2020
Prediction of Head Motion from Speech Waveforms with a Canonical-Correlation-Constrained Autoencoder INTERSPEECH 2020
Stochastic Talking Face Generation Using Latent Distribution Matching INTERSPEECH 2020
Complex-Valued Variational Autoencoder: A Novel Deep Generative Model for Direct Representation of Complex Spectra INTERSPEECH 2020
Temporal Attention Convolutional Network for Speech Emotion Recognition with Latent Representation INTERSPEECH 2020
Adaptive Neural Speech Enhancement with a Denoising Variational Autoencoder INTERSPEECH 2020
Improving Cognitive Impairment Classification by Generative Neural Network-Based Feature Augmentation INTERSPEECH 2020
Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages INTERSPEECH 2020
Learning Joint Articulatory-Acoustic Representations with Normalizing Flows INTERSPEECH 2020
Nonparallel Emotional Speech Conversion Using VAE-GAN INTERSPEECH 2020
Hierarchical Multi-Grained Generative Model for Expressive Speech Synthesis INTERSPEECH 2020
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning INTERSPEECH 2020
Transfer Learning of the Expressivity Using FLOW Metric Learning in Multispeaker Text-to-Speech Synthesis INTERSPEECH 2020
Dynamic Prosody Generation for Speech Synthesis Using Linguistics-Driven Acoustic Embedding Selection INTERSPEECH 2020