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Variational Inference

1946 directly classified papers

Papers per year

Papers

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022
EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation AAAI 2022
VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022
Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection RSS 2022
MMVAE at SemEval-2022 Task 5: A Multi-modal Multi-task VAE on Misogynous Meme Detection SEMEVAL 2022
Low-Precision Stochastic Gradient Langevin Dynamics ICML 2022
SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022
CITRIS: Causal Identifiability from Temporal Intervened Sequences ICML 2022
Constrained Variational Policy Optimization for Safe Reinforcement Learning ICML 2022
Split Hierarchical Variational Compression CVPR 2022
Path-Gradient Estimators for Continuous Normalizing Flows ICML 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning NIPS 2022
Unsupervised Class-Specific Abstractive Summarization of Customer Reviews ACL 2021
Tractable Approximate Gaussian Inference for Bayesian Neural Networks JMLR 2021
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders ACL 2021
Multilevel Monte Carlo Variational Inference JMLR 2021
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation ACL 2021
TAN-NTM: Topic Attention Networks for Neural Topic Modeling ACL 2021
Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference ACL 2021
De-Confounded Variational Encoder-Decoder for Logical Table-to-Text Generation ACL 2021
Cascaded Head-colliding Attention ACL 2021
Matrix Product States for Inference in Discrete Probabilistic Models JMLR 2021