Stop and starting following services resolve the issue for me:
sudo systemctl stop docker.socket
sudo systemctl stop docker
sudo systemctl start docker.socket
sudo systemctl start docker
Note: Make sure to stop docker.socket first, otherwise it will start the docker service when you stop, and make sure do stop instead of restart.