bayesian-uncertainty

Here are 3 public repositories matching this topic...

ProjectNeura / SegWithU

[UNSURE@MICCAI2026] Official repo for SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation

machine-learning computer-vision deep-learning uncertainty medical-imaging segmentation image-segmentation uncertainty-quantification uncertainty-estimation medical-image-processing medical-ai bayesian-uncertainty

Updated Jul 8, 2026
HTML

mhawarey / financial-crisis-prediction

Star

Hybrid ML crisis prediction; Extended Kalman Filter, LSTM, Random Forest/GBM ensemble with Bayesian uncertainty (PyQt5)

random-forest pyqt5 lstm financial-analysis extended-kalman-filter financial-modeling bayesian-uncertainty ml-crisis-prediction

Updated Oct 6, 2026
Python

Sappymukherjee214 / Effect-of-data-noise-on-LLM-learning

Star

This project quantifies the geometric and structural "break-point" of LLM representations under data corruption. Using Intrinsic Dimension and CKA mapping, it identifies the exact transformer layers where noise destroys semantic alignment and triggers Uncertainty Calibration collapse.

machine-learning transformers pytorch representation-learning manifold-learning information-bottleneck data-corruption adversarial-attack llm-robustness intrinsic-dimensionality multimodal-ai semantic-drift bayesian-uncertainty clip-vlm cka-analysis

Updated Mar 31, 2026
Python

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