Tag: Bayesian inference
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Efficient Far-Field Anomaly Detection in Expressway Videos
Discover VIBES, a novel AI framework using Bayesian inference and VLMs for accurate, real-time far-field anomaly detection in expressway surveillance.
Bayesian Inference for Speech SNNs: Smoothing & Uncertainty
Explore Bayesian inference in speech SNNs for improved uncertainty quantification and smoother loss landscapes using the IVON method.
Bayesian Inference for Multi-Dimensional Emotion Analysis
Explore Bayesian inference and emotion entanglement to improve multi-dimensional emotion understanding in NLP with the EmoScene benchmark.
Bayes-MICE: Bayesian Multiple Imputation for Time Series
Discover Bayes-MICE, a Bayesian method using MCMC for accurate multiple imputation in time series data, improving analysis in healthcare and environment.