With the plugin called Widgets on Pages, I can put the heavy stuff from my pages (photos etc.) in widgets, and then cache it with the WP Widget Cache plugin that Gilligan recommended.
For now this seems to be the best solution for me. Thanks again for the tip, Gilligan.