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Probabilistic Modeling

1884 directly classified papers

Papers per year

Papers

Photo Dating by Facial Age Aggregation WACV 2026
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction CVPR 2025
ProbRes: Probabilistic Jump Diffusion for Open-World Egocentric Activity Recognition ICCV 2025
Sequential keypoint density estimator: an overlooked baseline of skeleton-based video anomaly detection ICCV 2025
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity EMNLP 2025
Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025
Calibration Across Layers: Understanding Calibration Evolution in LLMs EMNLP 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models EMNLP 2025
ProbPose: A Probabilistic Approach to 2D Human Pose Estimation CVPR 2025
A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations CVPR 2025
GRASP at CoMeDi Shared Task: Multi-Strategy Modeling of Annotator Behavior in Multi-Lingual Semantic Judgments COLING 2025
Regular-pattern-sensitive CRFs for Distant Label Interactions ACL 2025
Statistical inference on black-box generative models in the data kernel perspective space ACL 2025
DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025
Learning Subjective Label Distributions via Sociocultural Descriptors EMNLP 2025
Probabilistic Soundness Guarantees in LLM Reasoning Chains EMNLP 2025
A Spatio-Temporal Point Process for Fine-Grained Modeling of Reading Behavior ACL 2025
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework CVPR 2025
Nonparametric Regression on Random Geometric Graphs Sampled from Submanifolds JMLR 2025
Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction CVPR 2025
Supervised Score-Based Modeling by Gradient Boosting AAAI 2025
On the Relationship Between Monotone and Squared Probabilistic Circuits AAAI 2025
Conditional Diffusion Models Based Conditional Independence Testing AAAI 2025
A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025