the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"

Last update: Dec 02, 2022

Overview

EOW-Softmax

This code is for the paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration".
Accepted by ICCV21.

Usage

Commnd example for WideResnet28x10 on CiFAR100.

python train.py --lr .0001 --dataset cifar100 --optimizer adam --sigma 0.01 --width 10 --depth 28 --warmup_iters 1000 --ebm_modify --n_epochs 15 --ebm_start_epoch 8 --ebm_weight 0.1

Owner

Yezhen Wang

Finding phd&research opportunity

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