OCM

Here is the official implementation of the paper "Online Continual Learning thorough Mutual Information Maximization". This paper is accepted by ICML2022 as a spotlight paper.

Requirements

pytorch<=1.6.0
numpy==1.19.5
scipy==1.4.1
apex==0.1

Usage

To reproduce the results in the CIFAR10 setting (2 classes per task)

            python test_cifar10.py --buffer_size 1000

To reproduce the results in other setting (e.g. CIFAR100):

            python test_<dataset name>.py --buffer_size xxx

Note that the name of dataset is in lowercase. You can check them in the OCM file.