latent variable model

Posterior Collapse of a Linear Latent Variable Model NeurIPS 2022 Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022 SCHA-VAE: Hierarchical Context Aggregation for Few-Shot Generation ICML 2022 Sparse Communication via Mixed Distributions ICLR 2022 SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NeurIPS 2022 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NeurIPS 2022 Variational Learning for Unsupervised Knowledge Grounded Dialogs IJCAI 2022 Variational Sparse Coding with Learned Thresholding ICML 2022 Weakly Supervised Text Classification using Supervision Signals from a Language Model NAACL 2022 A Bayesian Contiguous Partitioning Method for Learning Clustered Latent Variables JMLR 2021 Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition CVPR 2021 A Generative Framework for Simultaneous Machine Translation EMNLP 2021 An Identifiable Double VAE For Disentangled Representations ICML 2021 A universal probabilistic spike count model reveals ongoing modulation of neural variability NeurIPS 2021 Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation NeurIPS 2021 Cascaded Head-colliding Attention ACL 2021 CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation EMNLP 2021 Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation AISTATS 2021 Consistent Nonparametric Methods for Network Assisted Covariate Estimation ICML 2021 Deep Reinforcement Learning amidst Continual Structured Non-Stationarity ICML 2021 End-to-End Weak Supervision NeurIPS 2021 Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers CVPR 2021 Federated-EM with heterogeneity mitigation and variance reduction NeurIPS 2021 FlowPrior: Learning Expressive Priors for Latent Variable Sentence Models NAACL 2021 Generative Text Modeling through Short Run Inference EACL 2021