conftrace_

variational autoencoder

1288 papers

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Co-occurring keywords

generative model (2892) variational inference (2069) latent space (854) representation learning (6206) latent representation (418) latent variable (541) disentangled representation (521) unsupervised learning (3264) latent variable model (564) generative adversarial network (1944)

Papers

HierSpeech: Bridging the Gap between Text and Speech by Hierarchical Variational Inference using Self-supervised Representations for Speech Synthesis NIPS 2022
Cross-Linked Unified Embedding for cross-modality representation learning NIPS 2022
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers NIPS 2022
Identifiability of deep generative models without auxiliary information NIPS 2022
DeID-VC: Speaker De-identification via Zero-shot Pseudo Voice Conversion INTERSPEECH 2022
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022
Sparse Fourier Backpropagation in Cryo-EM Reconstruction NIPS 2022
Missing Data Imputation and Acquisition with Deep Hierarchical Models and Hamiltonian Monte Carlo NIPS 2022
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization NIPS 2022
Clickbait Detection via Contrastive Variational Modelling of Text and Label IJCAI 2022
On the relationship between variational inference and auto-associative memory NIPS 2022
Fine-grained Noise Control for Multispeaker Speech Synthesis INTERSPEECH 2022
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection AISTATS 2022
Moment Matching Deep Contrastive Latent Variable Models AISTATS 2022
GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning IJCAI 2022
Gradient Estimation with Discrete Stein Operators NIPS 2022
Predictive Coding beyond Gaussian Distributions NIPS 2022
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning IJCAI 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation MIDL 2022
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC NIPS 2022
Can Push-forward Generative Models Fit Multimodal Distributions? NIPS 2022
Autoencoder-Based Tongue Shape Estimation During Continuous Speech INTERSPEECH 2022
Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs NAACL 2022
Laplacian Autoencoders for Learning Stochastic Representations NIPS 2022
Disentangled Learning of Stance and Aspect Topics for Vaccine Attitude Detection in Social Media NAACL 2022