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Variational Inference

1,952 papers

Papers per year

2
9
31
252
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Papers

Introducing Variational Autoencoders to High School Students AAAI 2022
Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022
Learning Interpretable Latent Dialogue Actions With Less Supervision AACL 2022
Cross-Utterance Conditioned VAE for Non-Autoregressive Text-to-Speech ACL 2022
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization ACL 2022
Hierarchical Sketch Induction for Paraphrase Generation ACL 2022
Variational Graph Autoencoding as Cheap Supervision for AMR Coreference Resolution ACL 2022
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022
Learning Disentangled Representations of Negation and Uncertainty ACL 2022
On the Effect of Isotropy on VAE Representations of Text ACL 2022
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation ACL 2022
Controlled Text Generation Using Dictionary Prior in Variational Autoencoders ACL 2022
Improving the Adversarial Robustness of NLP Models by Information Bottleneck ACL 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ACL 2022
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ACL 2022
Interactive Latent Knowledge Selection for E-Commerce Product Copywriting Generation ACL 2022
A Joint Learning Approach for Semi-supervised Neural Topic Modeling ACL 2022
AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE ACML 2022
Interpretable Representation Learning from Temporal Multi-view Data ACML 2022
Auto-Physics-Encoder: Using Physics-Informed Latent Layer Two-Way Physics Flow for Monitoring Systems with Unobservability ACML 2022
Sliced Wasserstein variational inference ACML 2022
Exploring Image Regions Not Well Encoded by an INN AISTATS 2022
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection AISTATS 2022
Grassmann Stein Variational Gradient Descent AISTATS 2022
Conditionally Gaussian PAC-Bayes AISTATS 2022