Memento Framework Grounds Long Video Generation via Subject Reconstruction

Memento addresses subject drift in long-form video generation by requiring that a memory bank support explicit reconstruction of recurring subjects, not just plausible next-shot continuation. The reconstruction objective acts as an identity grounding signal, preventing dilution or overwriting of subject features across shots and scene transitions.