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Variational Inference

1946 directly classified papers

Papers per year

Papers

Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders NIPS 2020
Stochastic Variational Inference for Dynamic Correlated Topic Models UAI 2020
Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020
Frequency Bias in Neural Networks for Input of Non-Uniform Density ICML 2020
Auto-Encoding Variational Bayes for Inferring Topics and Visualization COLING 2020
Linear Disentangled Representations and Unsupervised Action Estimation NIPS 2020
SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows NIPS 2020
VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data NIPS 2020
Constraining Variational Inference with Geometric Jensen-Shannon Divergence NIPS 2020
Walsh-Hadamard Variational Inference for Bayesian Deep Learning NIPS 2020
Learning to Learn Variational Semantic Memory NIPS 2020
Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation NIPS 2020
Flexible Approximate Inference via Stratified Normalizing Flows UAI 2020
Probabilistic Graphical Models with Neural Networks in InferPy PGM 2020
Variational Pathway Reasoning for EEG Emotion Recognition AAAI 2020
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback AAAI 2020
Uncertainty-Aware Deep Classifiers Using Generative Models AAAI 2020
Efficient Low Rank Gaussian Variational Inference for Neural Networks NIPS 2020
Speech Enhancement with Stochastic Temporal Convolutional Networks INTERSPEECH 2020
Bridged Variational Autoencoders for Joint Modeling of Images and Attributes WACV 2020
Unsupervised Acoustic Unit Representation Learning for Voice Conversion Using WaveNet Auto-Encoders INTERSPEECH 2020
Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes AAAI 2020
Learning Joint Articulatory-Acoustic Representations with Normalizing Flows INTERSPEECH 2020
Probabilistic Structural Latent Representation for Unsupervised Embedding CVPR 2020
Unsupervised Learning for Sequence-to-Sequence Text-to-Speech for Low-Resource Languages INTERSPEECH 2020