flat-minima

There are 2 repositories under flat-minima topic.

• 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 23

• sanketvmehta / lifelong-learning-pretraining-and-sam

  Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training in Lifelong Learning. The Journal of Machine Learning Research 24 (2023)"

  continual-learninglifelong-learningpre-trainingsharpness-aware-minimizationflat-minima
  Language:Python 16

• VirtuosoResearch / Noise-stability-optimization

  A Hessian-based regularization approach for finding flat minima

  fine-tuningflat-minimahessianpytorch
  Language:Python 1