probabilistic inference

Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings UAI 2026 A Stronger Calculus of Intervention for Max-Linear Bayesian Networks UAI 2026 FunFact: Building Probabilistic Functional 3D Scene Graphs via Factor-Graph Reasoning CVPR 2026 Hyperbolic Belief Propagation UAI 2026 Model Merging as Probabilistic Inference in Fine-Tuning Parameter Space UAI 2026 Perceptual 3D Simulation With Physical World Modeling CVPR 2026 RST-Guarder: Enhancing Long-Context Robustness for Safeguards via RST Parsing and Probabilistic Inference ACL 2026 TAIGR: Towards Modeling Influencer Content on Social Media via Structured, Pragmatic Inference ACL 2026 Uncovering Hidden Degeneration: A Physics-Guided Bidirectional Inference Framework for Industrial Time Series Prediction AAAI 2026 Variance Computation for Weighted Model Counting with Knowledge Compilation Approach AAAI 2026 A Probabilistic Inference Scaling Theory for LLM Self-Correction EMNLP 2025 BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models ICLR 2025 Circuit-Aware d-DNNF Compilation IJCAI 2025 Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference ACL 2025 Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models EMNLP 2025 Function-centric Bayesian Network for Zero-Shot Object Goal Navigation ICCV 2025 Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation CVPR 2025 LP-Based Weighted Model Integration over Non-Linear Real Arithmetic IJCAI 2025 New Compilation Languages Based on Restricted Weak Decomposability AAAI 2025 Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs UAI 2025 ProbPose: A Probabilistic Approach to 2D Human Pose Estimation CVPR 2025 Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025 Scalable and Efficient Probabilistic Inference for Bayesian Deep Learning and Generative Modeling AAAI 2025 A Compositional Atlas for Algebraic Circuits NeurIPS 2024 Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction AAAI 2024