probabilistic modeling

851 papers

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PM

Co-occurring keywords

bayesian inference (1904) variational inference (2069) probabilistic model (476) graphical model (863) uncertainty quantification (1365) generative model (2889) bayesian network (378) causal inference (1619) latent variable model (564) probabilistic inference (310)

Papers

CSP4SDG: Constraint and Information-Theory Based Role Identification in Social Deduction Games with LLM-Enhanced Inference AAAI 2026

Prediction of Hospital Associated Infections During Continuous Hospital Stays AAAI 2026

Multi-view Learning via Trusted Pairwise Entity Energy AAAI 2026

Temporal Properties of Conditional Independence in Dynamic Bayesian Networks AAAI 2026

Benchmarking Reinforcement Learning Algorithms for ICU Ventilator Settings: An Interpretable and Probabilistic Patient Environment for Doctor Agents AAAI 2026

OptScale: Probabilistic Optimality for Inference-time Scaling AAAI 2026

Uncertainty Quantification for Evaluating Gender Bias in Machine Translation EACL 2026

Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes AAAI 2026

Potential Outcome Rankings for Counterfactual Decision Making AAAI 2026

Impute Missing Entries with Uncertainty AAAI 2026

Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models AAAI 2026

PVeRA: Probabilistic Vector-Based Random Matrix Adaptation WACV 2026

MMCM: Multimodality-aware Metric using Clustering-based Modes for Probabilistic Human Motion Prediction WACV 2026

The Confidence Trap: Gender Bias and Predictive Certainty in LLMs AAAI 2026

SGPMIL: Sparse Gaussian Process Multiple Instance Learning WACV 2026

Photo Dating by Facial Age Aggregation WACV 2026

How Should We Model the Probability of a Language? EACL 2026

SynWeather: Weather Observation Data Synthesis Across Multiple Regions and Variables via a General Diffusion Transformer AAAI 2026

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation ICCV 2025

Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models NAACL 2025

A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025

ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025

Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling AAAI 2025

Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery WACV 2025

Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025