latent variable

Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition CVPR 2026 Deconvolution in unlinked linear models JMLR 2026 Neural Mixture Density Processes CVPR 2026 Partially Observed Structural Causal Models UAI 2026 Poisson–Gamma Modeling of Inter-Relational Dependencies in Dynamic Knowledge Graphs UAI 2026 Provable Subspace Identification of Nonlinear Multi-view CCA UAI 2026 Proxy-Guided Measurement Calibration CLeaR 2026 Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs CVPR 2026 Rethinking Latent Variable in Learned Image Compression WACV 2026 $σ$-Maximal Ancestral Graphs UAI 2025 An Asymmetric Independence Model for Causal Discovery on Path Spaces CLeaR 2025 An Efficient Search-and-Score Algorithm for Ancestral Graphs using Multivariate Information Scores for Complex Non-linear and Categorical Data ICML 2025 Bi-Level Optimization for Semi-Supervised Learning with Pseudo-Labeling AAAI 2025 Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants ICML 2025 Causal Representation Learning from Multimodal Biomedical Observations ICLR 2025 Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets CLeaR 2025 Deep Bayesian Filter for Bayes-Faithful Data Assimilation ICML 2025 Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025 Degree of Interference: A General Framework For Causal Inference Under Interference JMLR 2025 Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance WACV 2025 Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation ACL 2025 Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025 Does learning the right latent variables necessarily improve in-context learning? ICML 2025 Efficient and Trustworthy Causal Discovery with Latent Variables and Complex Relations ICLR 2025 Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025