conftrace_

latent variable model

564 papers

Explore in graph

Also known as

LVM

Co-occurring keywords

variational inference (2069) latent variable (541) variational autoencoder (1288) gaussian process (1200) bayesian inference (1907) generative model (2892) expectation maximization (255) unsupervised learning (3264) probabilistic modeling (852) probabilistic model (476)

Papers

Cauchy–Schwarz Regularized Autoencoder JMLR 2022
Langevin Autoencoders for Learning Deep Latent Variable Models NIPS 2022
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation AAAI 2022
Variational Sparse Coding with Learned Thresholding ICML 2022
Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization ICML 2022
SPD: Synergy Pattern Diversifying Oriented Unsupervised Multi-agent Reinforcement Learning NIPS 2022
Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders ICML 2021
Isometric Gaussian Process Latent Variable Model for Dissimilarity Data ICML 2021
Beyond Smoothness: Incorporating Low-Rank Analysis into Nonparametric Density Estimation NIPS 2021
Statistical Guarantees for Transformation Based Models with applications to Implicit Variational Inference AISTATS 2021
Simple and Effective VAE Training with Calibrated Decoders ICML 2021
Model-Based Reinforcement Learning via Latent-Space Collocation ICML 2021
Monte Carlo Variational Auto-Encoders ICML 2021
Latent variable modeling with random features AISTATS 2021
Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent AISTATS 2021
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation AISTATS 2021
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction NIPS 2021
Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models ICML 2021
Min/max stability and box distributions UAI 2021
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation EMNLP 2021
PROVIDE: a probabilistic framework for unsupervised video decomposition UAI 2021
Improving Gaussian mixture latent variable model convergence with Optimal Transport ACML 2021
Generative Text Modeling through Short Run Inference EACL 2021
An Identifiable Double VAE For Disentangled Representations ICML 2021