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Variational Inference

1946 directly classified papers

Papers per year

Papers

DAG-GNN: DAG Structure Learning with Graph Neural Networks ICML 2019
Learning Disentangled Representation with Pairwise Independence AAAI 2019
Bayesian Deep Collaborative Matrix Factorization AAAI 2019
Document Informed Neural Autoregressive Topic Models with Distributional Prior AAAI 2019
Dependency Grammar Induction with a Neural Variational Transition-Based Parser AAAI 2019
Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019
Path-Specific Counterfactual Fairness AAAI 2019
3D Volumetric Modeling with Introspective Neural Networks AAAI 2019
Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation EMNLP 2019
Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning MIDL 2019
Variational Conditional GAN for Fine-grained Controllable Image Generation ACML 2019
Variational Inference from Ranked Samples with Features ACML 2019
Trust Region Sequential Variational Inference ACML 2019
Latent-Variable Generative Models for Data-Efficient Text Classification IJCNLP 2019
uniblock: Scoring and Filtering Corpus with Unicode Block Information IJCNLP 2019
Hierarchy Response Learning for Neural Conversation Generation IJCNLP 2019
A Discrete CVAE for Response Generation on Short-Text Conversation IJCNLP 2019
A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation IJCNLP 2019
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders IJCNLP 2019
A Deep Factorization of Style and Structure in Fonts IJCNLP 2019
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model IJCNLP 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text IJCNLP 2019
Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation IJCNLP 2019
Neural Gaussian Copula for Variational Autoencoder IJCNLP 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation IJCNLP 2019