misclassification-detection

There are 0 repository under misclassification-detection topic.

• Impression2805 / Awesome-Failure-Detection

  A list of papers that studies out-of-distribution (OOD) detection and misclassification detection (MisD)

  confidence-estimationfailure-detectionfailure-predictionmisclassification-detectionout-of-distribution-detectionreliable-predictionsafetysafety-criticalselective-classificationuncertaintyuncertainty-estimationuncertainty-quantification
  37

• Impression2805 / FMFP

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

  confidence-calibrationconfidence-estimationfailure-predictionflat-minimaselective-classificationuncertainty-quantificationmisclassification-detection
  Language:Python 20
• failure_detection_benchmark

  melanibe / failure_detection_benchmark

  Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

  medical-image-classificationmisclassificationmisclassification-detectionuncertainty-quantification
  Language:Jupyter Notebook 20

• gudovskiy / flowenedet

  Official PyTorch code for UAI 2023 paper "Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow"

  cityscapesenergy-based-modelfishyscapesimage-corruptionsmisclassification-detectionnormalizing-flowsout-of-distribution-detectionsemantic-segmentationuncertainty
  Language:Python 10

• edadaltocg / relative-uncertainty

  Code for the paper "A Data-Driven Measure of Relative Uncertainty for Misclassification Detection"

  misclassification-detectionsafety-aiuncertainty-estimationneural-network
  Language:Python 6