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Bayesian Inference

4821 directly classified papers

Papers per year

Papers

Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity EMNLP 2025
pEBR: A Probabilistic Approach to Embedding Based Retrieval EMNLP 2025
Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification RSS 2025
pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models EMNLP 2025
Variational Inference for Uncertainty Quantification: an Analysis of Trade-offs JMLR 2025
MGM: Global Understanding of Audience Overlap Graphs for Predicting the Factuality and the Bias of News Media NAACL 2025
BUFF: Bayesian Uncertainty Guided Diffusion Probabilistic Model for Single Image Super-Resolution AAAI 2025
Diffusion Models for Attribution AAAI 2025
EMControl: Adding Conditional Control to Text-to-Image Diffusion Models via Expectation-Maximization AAAI 2025
Distilling Rule-based Knowledge into Large Language Models COLING 2025
FlowDPS : Flow-Driven Posterior Sampling for Inverse Problems ICCV 2025
Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction AAAI 2025
Frequentist Guarantees of Distributed (Non)-Bayesian Inference JMLR 2025
On Consistent Bayesian Inference from Synthetic Data JMLR 2025
Bayesian Score Calibration for Approximate Models JMLR 2025
On the Natural Gradient of the Evidence Lower Bound JMLR 2025
Statistical field theory for Markov decision processes under uncertainty JMLR 2025
Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025
PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025
Label Calibration in Source Free Domain Adaptation WACV 2025
Uncertainty-Guided Metric Learning without Labels WACV 2025
Uncertainty-Aware Online Extrinsic Calibration: A Conformal Prediction Approach WACV 2025
Uni-SLAM: Uncertainty-Aware Neural Implicit SLAM for Real-Time Dense Indoor Scene Reconstruction WACV 2025
Inverse Problems with Diffusion Models: A MAP Estimation Perspective WACV 2025
Bayesian Optimal Latent Projection for Noisy Image Restoration WACV 2025