variational autoencoder

Disentanglement Analysis with Partial Information Decomposition ICLR 2022 Disentanglement of Emotional Style and Speaker Identity for Expressive Voice Conversion Interspeech 2022 Disentanglement via Mechanism Sparsity Regularization: A New Principle for Nonlinear ICA CLeaR 2022 Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes AAAI 2022 Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022 Do Bayesian variational autoencoders know what they don’t know? UAI 2022 Double Control Variates for Gradient Estimation in Discrete Latent Variable Models AISTATS 2022 EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification Interspeech 2022 EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation AAAI 2022 Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022 Embrace the Gap: VAEs Perform Independent Mechanism Analysis NeurIPS 2022 End-to-End Text-to-Speech Based on Latent Representation of Speaking Styles Using Spontaneous Dialogue Interspeech 2022 Equivariant Priors for compressed sensing with unknown orientation ICML 2022 Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs NAACL 2022 Exploring the Latent Space of Autoencoders with Interventional Assays NeurIPS 2022 FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns AAAI 2022 Fairness without the Sensitive Attribute via Causal Variational Autoencoder IJCAI 2022 Fast Relative Entropy Coding with A* coding ICML 2022 Fine-grained Noise Control for Multispeaker Speech Synthesis Interspeech 2022 Forget-me-not! Contrastive critics for mitigating posterior collapse UAI 2022 Forward Operator Estimation in Generative Models with Kernel Transfer Operators ICML 2022 Fully Spiking Variational Autoencoder AAAI 2022 Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation NAACL 2022 Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ICML 2022 Gaussian Process Modeling of Approximate Inference Errors for Variational Autoencoders CVPR 2022