https://cognaptus.com/tags/bayesian-deep-learning/ Recent content in Bayesian Deep Learning on Cognaptus Hugo -- 0.145.0 en-us Wed, 24 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-24-uncertainty-without-the-sampling-tax/ Wed, 24 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-24-uncertainty-without-the-sampling-tax/ A mechanism-first reading of Calibrated Variance Propagation, a method for getting useful Bayesian uncertainty from modern vision and multimodal models without paying for many test-time samples.