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Variational Inference

1946 directly classified papers

Papers per year

Papers

A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text EMNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow EMNLP 2019
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents EMNLP 2019
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation EMNLP 2019
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder EMNLP 2019
Multi-Granularity Representations of Dialog EMNLP 2019
Structuring Latent Spaces for Stylized Response Generation EMNLP 2019
A Discrete CVAE for Response Generation on Short-Text Conversation EMNLP 2019
A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation EMNLP 2019
Variational Hierarchical User-based Conversation Model EMNLP 2019
Neural Gaussian Copula for Variational Autoencoder EMNLP 2019
Variational Convolutional Neural Network Pruning CVPR 2019
Variational Bayesian Dropout With a Hierarchical Prior CVPR 2019
Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders CVPR 2019
A Variational EM Framework With Adaptive Edge Selection for Blind Motion Deblurring CVPR 2019
F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning CVPR 2019
Variational Autoencoders Pursue PCA Directions (by Accident) CVPR 2019
Divergence Triangle for Joint Training of Generator Model, Energy-Based Model, and Inferential Model CVPR 2019
Variational Information Distillation for Knowledge Transfer CVPR 2019
Disentangling Latent Hands for Image Synthesis and Pose Estimation CVPR 2019
Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference NIPS 2019
Deep Generative Video Compression NIPS 2019
The continuous Bernoulli: fixing a pervasive error in variational autoencoders NIPS 2019
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion NIPS 2019
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders NIPS 2019