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Variational Inference

1,952 papers

Papers per year

2
9
31
252
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Papers

Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022
Hierarchical Phrase-Based Sequence-to-Sequence Learning EMNLP 2022
Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022
Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates EMNLP 2022
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022
Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning EMNLP 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation EMNLP 2022
Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation EMNLP 2022
LDPP at the FinNLP-2022 ERAI Task: Determinantal Point Processes and Variational Auto-encoders for Identifying High-Quality Opinions from a pool of Social Media Posts EMNLP 2022
Structured Stochastic Gradient MCMC ICML 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ICML 2022
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ICML 2022
Flow-based Recurrent Belief State Learning for POMDPs ICML 2022
Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection ICML 2022
Unsupervised Image Representation Learning with Deep Latent Particles ICML 2022
Variational Feature Pyramid Networks ICML 2022
Bayesian Imitation Learning for End-to-End Mobile Manipulation ICML 2022
Variational Sparse Coding with Learned Thresholding ICML 2022
Variational Wasserstein gradient flow ICML 2022
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and Fairness ICML 2022
Scaling Structured Inference with Randomization ICML 2022