remove sizes

Is there a way to block and remove the default images sizes so they are never generated or in the regeneration?
Thumbnail
Medium
Medium_large
Large

This doesnt seem to remove them from shortpixel or in page builder selections:

<?php

// Remove default image sizes

function wpb_remove_default_images( $sizes ) {

unset( $sizes['small']); // 150px

unset( $sizes['medium']); // 300px

unset( $sizes['large']); // 1024px

unset( $sizes['medium_large']); // 768px

unset( $sizes[ '1536x1536' ]);

unset( $sizes[ '2048x2048' ]);

return $sizes;

}

add_filter( 'intermediate_image_sizes_advanced', 'wpb_remove_default_images' );

remove_image_size( '1536x1536' );

remove_image_size( '2048x2048' );