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Very sorry. This is not possible using our current version. I promise that we would support this in the future.
But, there is an “Ajax” support for the pagination.
If you are interested, kindly go to the “Video Gallery => Settings => General (Tab) => Gallery Settings (Submenu)” from your WordPress Admin Dashboard, scroll down to the “Pagination Settings” section, enable the “Ajax” option, save the changes and check now.