bayesian inference

Bayesian Image Regression with Soft-thresholded Conditional Autoregressive Prior ICLR 2025 Bayesian Inference for Correlated Human Experts and Classifiers ICML 2025 Bayesian Inference in Recurrent Explicit Duration Switching Linear Dynamical Systems AISTATS 2025 Bayesian-Inspired Space-Time Superpixels ICCV 2025 Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data JMLR 2025 Bayesian Principles Improve Prompt Learning In Vision-Language Models AISTATS 2025 Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection CVPR 2025 Bayesian Score Calibration for Approximate Models JMLR 2025 Bayesian Sparse Gaussian Mixture Model for Clustering in High Dimensions JMLR 2025 Bayesian Test-Time Adaptation for Vision-Language Models CVPR 2025 Bayesian WeakS-to-Strong from Text Classification to Generation ICLR 2025 Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes JMLR 2025 BEDAA: Bayesian Enhanced DeBERTa for Uncertainty-Aware Authorship Attribution ACL 2025 BSemiFL: Semi-supervised Federated Learning via a Bayesian Approach ICML 2025 Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains EMNLP 2025 Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles ICCV 2025 Can a Bayesian Oracle Prevent Harm from an Agent? UAI 2025 Can Transformers Learn Full Bayesian Inference in Context? ICML 2025 CASE: Large Scale Topic Exploitation for Decision Support Systems COLING 2025 CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring WACV 2025 Combining Deep Reinforcement Learning and Search with Generative Models for Game-Theoretic Opponent Modeling IJCAI 2025 Combining Priors with Experience: Confidence Calibration Based on Binomial Process Modeling AAAI 2025 COME: Test-time Adaption by Conservatively Minimizing Entropy ICLR 2025 Comparison-based Active Preference Learning for Multi-dimensional Personalization ACL 2025 Compositional simulation-based inference for time series ICLR 2025