Variational Inference

Introducing Variational Autoencoders to High School Students AAAI 2022 Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022 Jointly Learning Guidance Induction and Faithful Summary Generation via Conditional Variational Autoencoders NAACL 2022 KL Guided Domain Adaptation ICLR 2022 Knowledge Distillation via Constrained Variational Inference AAAI 2022 Langevin Autoencoders for Learning Deep Latent Variable Models NeurIPS 2022 Laplacian Autoencoders for Learning Stochastic Representations NeurIPS 2022 Latent Space Explanation by Intervention AAAI 2022 Latent Time Neural Ordinary Differential Equations AAAI 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 Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies ICLR 2022 Learning Disentangled Representations of Negation and Uncertainty ACL 2022 Learning Expressive Meta-Representations with Mixture of Expert Neural Processes NeurIPS 2022 Learning Interpretable Latent Dialogue Actions With Less Supervision AACL 2022 Learning Latent Seasonal-Trend Representations for Time Series Forecasting NeurIPS 2022 Learning Manifold Dimensions with Conditional Variational Autoencoders NeurIPS 2022 Learning Multimodal VAEs through Mutual Supervision ICLR 2022 Learning Neural Set Functions Under the Optimal Subset Oracle NeurIPS 2022 Learning Robust Dynamics through Variational Sparse Gating NeurIPS 2022 Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables EMNLP 2022 Learning Temporally Causal Latent Processes from General Temporal Data ICLR 2022 Learning to Dequantise with Truncated Flows ICLR 2022 Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs NeurIPS 2022 Learning to Express in Knowledge-Grounded Conversation NAACL 2022 Learning To Listen: Modeling Non-Deterministic Dyadic Facial Motion CVPR 2022