latent variable model

Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction CVPR 2021 Group Fairness by Probabilistic Modeling with Latent Fair Decisions AAAI 2021 Hierarchical Autoregressive Modeling for Neural Video Compression ICLR 2021 Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent AISTATS 2021 Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021 Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding ICML 2021 Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration NeurIPS 2021 Isometric Gaussian Process Latent Variable Model for Dissimilarity Data ICML 2021 Latent variable modeling with random features AISTATS 2021 Learning a Latent Simplex in Input Sparsity Time ICLR 2021 Learning compositional structures for semantic graph parsing ACL 2021 Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation AAAI 2021 Learning Deep Latent Variable Models by Short-Run MCMC Inference With Optimal Transport Correction CVPR 2021 Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction NeurIPS 2021 Limitations of Autoregressive Models and Their Alternatives NAACL 2021 Min/max stability and box distributions UAI 2021 Model-Based Reinforcement Learning via Latent-Space Collocation ICML 2021 Modeling Bilingual Conversational Characteristics for Neural Chat Translation ACL 2021 Monte Carlo Variational Auto-Encoders ICML 2021 Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals CoRL 2021 Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis JMLR 2021 NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation UAI 2021 On Estimation in Latent Variable Models ICML 2021 Provable Hierarchical Imitation Learning via EM AISTATS 2021 PROVIDE: a probabilistic framework for unsupervised video decomposition UAI 2021