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Variational Inference

1946 directly classified papers

Papers per year

Papers

Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient NIPS 2022
DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework IJCAI 2022
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs NIPS 2022
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning AAAI 2022
Hierarchical Sketch Induction for Paraphrase Generation ACL 2022
Generating Diverse and Natural 3D Human Motions From Text CVPR 2022
Symmetry-induced Disentanglement on Graphs NIPS 2022
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NIPS 2022
Learning to Express in Knowledge-Grounded Conversation NAACL 2022
Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022
Learning Neural Set Functions Under the Optimal Subset Oracle NIPS 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
On the relationship between variational inference and auto-associative memory NIPS 2022
Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework NAACL 2022
VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022
A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022
EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation AAAI 2022
A Personalized Dialogue Generator with Implicit User Persona Detection COLING 2022
Information Bottlenecked Variational Autoencoder for Disentangled 3D Facial Expression Modelling WACV 2022
Generating Diverse 3D Reconstructions From a Single Occluded Face Image CVPR 2022
FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns AAAI 2022
A Semi-Supervised Generalized VAE Framework for Abnormality Detection Using One-Class Classification WACV 2022