edadaltocg / detectors Star 10 Code Issues Pull requests Discussions Python package to accelerate research on generalized out-of-distribution (OOD) detection. machine-learning deep-learning python3 pytorch outlier-detection osr anomaly-detection covariate-shift novelty-detection out-of-distribution-detection ood-detection trustworthy-ai safety-ai Updated Jun 19, 2024 Python
edadaltocg / relative-uncertainty Star 7 Code Issues Pull requests Code for the paper "A Data-Driven Measure of Relative Uncertainty for Misclassification Detection" neural-network uncertainty-estimation misclassification-detection safety-ai Updated Jun 18, 2024 Python
edadaltocg / ood-trajectory-projection Star 0 Code Issues Pull requests Code for the Paper "A Functional Data Perspective and Baseline on Multi-Layer Out-of-Distribution Detection" ood ood-detection trustworthy-ai safety-ai Updated Aug 2, 2023 Python