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Variational Inference

1946 directly classified papers

Papers per year

Papers

Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems ICML 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification ICML 2022
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022
Structured Stochastic Gradient MCMC ICML 2022
Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning EMNLP 2022
A Joint Learning Approach for Semi-supervised Neural Topic Modeling ACL 2022
Disentangled Variational Topic Inference for Topic-Accurate Financial Report Generation EMNLP 2022
Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates EMNLP 2022
Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract) AAAI 2022
EditVAE: Unsupervised Parts-Aware Controllable 3D Point Cloud Shape Generation AAAI 2022
FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns AAAI 2022
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes AAAI 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022
Conditionally Gaussian PAC-Bayes AISTATS 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
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue EMNLP 2022
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022
Path-Gradient Estimators for Continuous Normalizing Flows ICML 2022
Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022
BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification COLING 2022
Expectation programming: Adapting probabilistic programming systems to estimate expectations efficiently UAI 2022
Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking ACL 2022
Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ACL 2022