Sample occluded points during training

Hi,

Do I need to exclude points not visible at any time in the window during training? I have data including points that is occluded for a number of frames bigger than the window. I have the impression that exclusion of these points lead to worse performance since the information in joint tracking is reduced, but inclusion of these points reduce the ability to predict occlusion/visibility. Do you have any recommendations here?

Thanks!