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GitHub topics: confidence-calibration

EFS-OpenSource/Thetis

Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) for uncertainty consistency (calibration), fairness, and other safety-relevant aspects.

Language: Python - Size: 1.04 MB - Last synced at: 15 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 1

dvlab-research/MiSLAS

Improving Calibration for Long-Tailed Recognition (CVPR2021)

Language: Python - Size: 14.2 MB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 147 - Forks: 24

tor4z/awesome-confidence-calibration

awesome confidence calibration paper list

Size: 85 KB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 2

naist-nlp/CC_RAG

The repository of our paper about confidence calibration on RAG.

Language: Python - Size: 49.8 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

sleep3r/garrus

Python framework for high quality confidence estimation of deep neural networks, providing methods such as confidence calibration and ordinal ranking

Language: Python - Size: 79.1 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

martinferianc/noise

Investigation of how noise perturbations impact neural network calibration and generalisation

Language: Shell - Size: 20.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

Impression2805/FMFP

PyTorch implementation of our ECCV 2022 paper "Rethinking Confidence Calibration for Failure Prediction"

Language: Python - Size: 202 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1