latent variable

Extremal graphical modeling with latent variables via convex optimization JMLR 2025 Glad: A Streaming Scene Generator for Autonomous Driving ICLR 2025 Identifying Metric Structures of Deep Latent Variable Models ICML 2025 Identifying Neural Dynamics Using Interventional State Space Models ICML 2025 InPO: Inversion Preference Optimization with Reparametrized DDIM for Efficient Diffusion Model Alignment CVPR 2025 Interpretable Causal Representation Learning for Biological Data in the Pathway Space ICLR 2025 Inverting the Generation Process of Denoising Diffusion Implicit Models: Empirical Evaluation and a Novel Method WACV 2025 Latent Variable Causal Discovery under Selection Bias ICML 2025 Latent Variable Estimation in Bayesian Black-Litterman Models ICML 2025 Learned Image Compression with Hierarchical Progressive Context Modeling ICCV 2025 Learning Vision and Language Concepts for Controllable Image Generation ICML 2025 Local Causal Discovery Without Causal Sufficiency AAAI 2025 Local Identifying Causal Relations in the Presence of Latent Variables ICML 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025 Low-Dimension-to-High-Dimension Generalization and Its Implications for Length Generalization ICML 2025 Nonparametric Bayesian inference of item-level features in classifier combination UAI 2025 On the Identification of Temporal Causal Representation with Instantaneous Dependence ICLR 2025 PATCH! Psychometrics-AssisTed BenCHmarking of Large Language Models against Human Populations: A Case Study of Proficiency in 8th Grade Mathematics ACL 2025 PhyloVAE: Unsupervised Learning of Phylogenetic Trees via Variational Autoencoders ICLR 2025 Probing the Latent Hierarchical Structure of Data via Diffusion Models ICLR 2025 Recovery of Causal Graph Involving Latent Variables via Homologous Surrogates ICLR 2025 Robot Trains Robot: Automatic Real-World Policy Adaptation and Learning for Humanoids CoRL 2025 Safety Certificate against Latent Variables with Partially Unidentifiable Dynamics ICML 2025 SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation EMNLP 2025 Substitute Adjustment via Recovery of Latent Variables JMLR 2025