Bayesian Inference

TableMBR: Minimum Bayes Risk Table Generation Based on Structural Consistency ACL 2026 Temporal-Consistent Video Restoration with Pre-trained Diffusion Models AAAI 2026 The Confidence Trap: Gender Bias and Predictive Certainty in LLMs AAAI 2026 The Prosody of Emojis ACL 2026 The Within-Orbit Adaptive Leapfrog No-U-Turn Sampler JMLR 2026 Towards Reliable Test-Time Adaptation: Style Invariance as a Correctness Likelihood WACV 2026 Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference AAAI 2026 Toward Trustworthy AI for Decision Making in Population Health AAAI 2026 Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning AAAI 2026 Uncertainty Quantification for Evaluating Gender Bias in Machine Translation EACL 2026 Uncertainty Quantification for Machine Learning: One Size Does Not Fit All AAAI 2026 Uncovering Hidden Degeneration: A Physics-Guided Bidirectional Inference Framework for Industrial Time Series Prediction AAAI 2026 Underdamped Langevin MCMC with third order convergence JMLR 2026 Unified Structural Factors for Transfer Learning Generalization with PAC-Bayesian Guarantees AAAI 2026 Universal EEG Epilepsy Detection via Evidential Multi-View De-Biasing AAAI 2026 Universal Learning of Stochastic Dynamics for Exact Belief Propagation Using Bernstein Normalizing Flows AAAI 2026 Unveiling the Landscape of Clinical Depression Assessment: From Behavioral Signatures to Psychiatric Reasoning AAAI 2026 Variational OOD State Correction for Offline Reinforcement Learning AAAI 2026 Variational Tail Bounds for Norms of Random Vectors and Matrices COLT 2026 VBF++: Variational Bayesian Fusion with Context-Aware Priors and Recommendation-Guided Adversarial Refinement for Multimodal Video Recommendation AAAI 2026 Veli: Unsupervised Method and Unified Benchmark for Low-Cost Air Quality Sensor Correction AAAI 2026 VOCAL: Visual Odometry via ContrAstive Learning WACV 2026 Workflow Search Reinforcement Learning over Structured Decompositions L4DC 2026 Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated AAAI 2026 A Bayesian Approach to Inferring Prerequisite Structures and Topic Difficulty in Language Learning ACL 2025