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Probabilistic Modeling

2,599 papers

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Papers

Evidential Knowledge Distillation ICCV 2025
A Conditional Probability Framework for Compositional Zero-shot Learning ICCV 2025
Flow Stochastic Segmentation Networks ICCV 2025
Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025
ProbMED: A Probabilistic Framework for Medical Multimodal Binding ICCV 2025
Probabilistic Multimodal Learning with von Mises-Fisher Distributions IJCAI 2025
Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025
Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting IJCAI 2025
LP-Based Weighted Model Integration over Non-Linear Real Arithmetic IJCAI 2025
Most Probable Explanation in Probabilistic Answer Set Programming IJCAI 2025
Polynomial-Time Relational Probabilistic Inference in Open Universes IJCAI 2025
Approximate Lifted Model Construction IJCAI 2025
Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data JMLR 2025
Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching JMLR 2025
Mixtures of Gaussian Process Experts with SMC^2 JMLR 2025
Piecewise deterministic sampling with splitting schemes JMLR 2025
Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation JMLR 2025
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs JMLR 2025
Conformalized Answer Set Prediction for Knowledge Graph Embedding NAACL 2025
A Probabilistic Framework for LLM Hallucination Detection via Belief Tree Propagation NAACL 2025
A Bayesian account of pronoun and neopronoun acquisition NAACL 2025
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection SEMEVAL 2025
Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection WACV 2025
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery WACV 2025
Sustainable Wearables for Health Applications and Beyond via Uncertainty-Aware Energy Management IJCAI 2025