latent variable model

Identification of Linear Non-Gaussian Latent Hierarchical Structure ICML 2022 Langevin Autoencoders for Learning Deep Latent Variable Models NeurIPS 2022 LAPO: Latent-Variable Advantage-Weighted Policy Optimization for Offline Reinforcement Learning NeurIPS 2022 Latent Group Dropout for Multilingual and Multidomain Machine Translation NAACL 2022 Latent Variable Sequential Set Transformers for Joint Multi-Agent Motion Prediction ICLR 2022 Learning Manifold Dimensions with Conditional Variational Autoencoders NeurIPS 2022 Learning Options via Compression NeurIPS 2022 Learning to Express in Knowledge-Grounded Conversation NAACL 2022 Learning transferable motor skills with hierarchical latent mixture policies ICLR 2022 Long Text Generation with Topic-aware Discrete Latent Variable Model EMNLP 2022 Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022 Masked Prediction: A Parameter Identifiability View NeurIPS 2022 MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC ICLR 2022 Mesoscopic modeling of hidden spiking neurons NeurIPS 2022 Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders NeurIPS 2022 Minimization by Incremental Stochastic Surrogate Optimization for Large Scale Nonconvex Problems ALT 2022 Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder EMNLP 2022 Mutual Information Constraints for Monte-Carlo Objectives to Prevent Posterior Collapse Especially in Language Modelling JMLR 2022 Neural Point Process for Learning Spatiotemporal Event Dynamics L4DC 2022 On PAC-Bayesian reconstruction guarantees for VAEs AISTATS 2022 On the Identifiability of Nonlinear ICA: Sparsity and Beyond NeurIPS 2022 OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks CVPR 2022 Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning EMNLP 2022 Partial disentanglement for domain adaptation ICML 2022 PetsGAN: Rethinking Priors for Single Image Generation AAAI 2022