SOTAVerified

Bayesian Inference

Bayesian Inference is a methodology that employs Bayes Rule to estimate parameters (and their full posterior).

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 2226 papers

TitleStatusHype
Robust Amortized Bayesian Inference with Self-Consistency Losses on Unlabeled Data—0
Attention-Driven Hierarchical Reinforcement Learning with Particle Filtering for Source Localization in Dynamic Fields—0
Uncertainty Quantification With Noise Injection in Neural Networks: A Bayesian Perspective—0
Can Bayesian Neural Networks Make Confident Predictions?—0
Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation—0
A recursive Bayesian neural network for constitutive modeling of sands under monotonic loading—0
FLORA: Formal Language Model Enables Robust Training-free Zero-shot Object Referring Analysis—0
Amortized Bayesian Mixture Models—0
Mean and Variance Estimation Complexity in Arbitrary Distributions via Wasserstein Minimization—0
Tutorial: VAE as an inference paradigm for neuroimaging—0
Distilling Calibration via Conformalized Credal Inference—0
Comparing latent inequality with ordinal data—0
A Bayesian Approach for Discovering Time- Delayed Differential Equation from Data—0
Adaptive posterior distributions for uncertainty analysis of covariance matrices in Bayesian inversion problems for multioutput signals—0
Generative Emergent Communication: Large Language Model is a Collective World Model—0
Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive ModelsCode0
An Anomaly Detection System Based on Generative Classifiers for Controller Area Network—0
Exploiting Dynamic Sparsity for Near-Field Spatial Non-Stationary XL-MIMO Channel Tracking—0
Variational Bayesian Inference for Tensor Robust Principal Component Analysis—0
Generative Modeling: A Review—0
Transport Quasi-Monte Carlo—0
Stochastic Model of siRNA Endosomal Escape Mediated by Fusogenic Peptides in OVCAR-3Code0
Function Space Diversity for Uncertainty Prediction via Repulsive Last-Layer Ensembles—0
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control—0
Posterior Mean Matching: Generative Modeling through Online Bayesian Inference—0
Show:102550
← PrevPage 15 of 90Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1F-SWAAccuracy83.61—Unverified
2F-SWAGAccuracy80.93—Unverified