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Bayesian Inference

4821 directly classified papers

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Papers

Uncertainty-Aware Self-Training for CTC-Based Automatic Speech Recognition AAAI 2025
Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models ACL 2025
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection ICCV 2025
Uncertainty-Aware Diffusion-Guided Refinement of 3D Scenes ICCV 2025
A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates ACL 2025
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning ACL 2025
Inverse Problems with Diffusion Models: A MAP Estimation Perspective WACV 2025
Quantized Can Still Be Calibrated: A Unified Framework to Calibration in Quantized Large Language Models ACL 2025
Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025
Uncertainty-Guided Metric Learning without Labels WACV 2025
Uni-SLAM: Uncertainty-Aware Neural Implicit SLAM for Real-Time Dense Indoor Scene Reconstruction WACV 2025
Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025
Statistical field theory for Markov decision processes under uncertainty JMLR 2025
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings ACL 2025
Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025
A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025
Bayesian Score Calibration for Approximate Models JMLR 2025
Towards Comprehensive Evaluation of Open-Source Language Models: A Multi-Dimensional, User-Driven Approach ACL 2025
Partially Matching Submap Helps: Uncertainty Modeling and Propagation for Text to Point Cloud Localization ICCV 2025
Low-Entropy Watermark Detection via Bayes’ Rule Derived Detector ACL 2025
BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution AAAI 2025
Combining Climate Models using Bayesian Regression Trees and Random Paths JMLR 2025
Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction AAAI 2025
Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025
How To Make Your Cell Tracker Say "I dunno!" ICCV 2025