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Variational Inference

1946 directly classified papers

Papers per year

Papers

Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders NIPS 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 2022
Improving Variational Autoencoders with Density Gap-based Regularization NIPS 2022
End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue INTERSPEECH 2022
A Sparsity-promoting Dictionary Model for Variational Autoencoders INTERSPEECH 2022
Hiding Images in Deep Probabilistic Models NIPS 2022
VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022
Posterior Collapse of a Linear Latent Variable Model NIPS 2022
Weakly-Supervised Generation and Grounding of Visual Descriptions With Conditional Generative Models CVPR 2022
Rethinking Controllable Variational Autoencoders CVPR 2022
Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022
Generating Representative Samples for Few-Shot Classification CVPR 2022
A Variational Bayesian Method for Similarity Learning in Non-Rigid Image Registration CVPR 2022
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces CVPR 2022
Robust Outlier Detection by De-Biasing VAE Likelihoods CVPR 2022
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022
MUSE-VAE: Multi-Scale VAE for Environment-Aware Long Term Trajectory Prediction CVPR 2022
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient NIPS 2022
DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework IJCAI 2022
Hierarchical and Multi-Scale Variational Autoencoder for Diverse and Natural Non-Autoregressive Text-to-Speech INTERSPEECH 2022
EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation AAAI 2022
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022
Modeling sRGB Camera Noise With Normalizing Flows CVPR 2022
A Geometric Perspective on Variational Autoencoders NIPS 2022
Learning to Express in Knowledge-Grounded Conversation NAACL 2022