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Variational Inference

1946 directly classified papers

Papers per year

Papers

On the relationship between variational inference and auto-associative memory NIPS 2022
Expectation programming: Adapting probabilistic programming systems to estimate expectations efficiently UAI 2022
Laplacian Autoencoders for Learning Stochastic Representations NIPS 2022
Learning Neural Set Functions Under the Optimal Subset Oracle NIPS 2022
Flowification: Everything is a normalizing flow NIPS 2022
Vector-quantized Variational Autoencoder for Phase-aware Speech Enhancement INTERSPEECH 2022
Hiding Images in Deep Probabilistic Models NIPS 2022
Semi-Supervised Generative Models for Multiagent Trajectories NIPS 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 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
Rethinking Controllable Variational Autoencoders CVPR 2022
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization NIPS 2022
DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework IJCAI 2022
Learning to Express in Knowledge-Grounded Conversation NAACL 2022
Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022
Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning IJCAI 2022
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation NAACL 2022
Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework NAACL 2022
Multiple Importance Sampling ELBO and Deep Ensembles of Variational Approximations AISTATS 2022
Concentration of Data Encoding in Parameterized Quantum Circuits NIPS 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022
Identifiability of deep generative models without auxiliary information NIPS 2022
A Personalized Dialogue Generator with Implicit User Persona Detection COLING 2022