Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation

arXiv:2604.18215 · cs.CV · Submitted 2026-04-20 · Read on arXiv

cs.CV

Submitted: 2026-04-20

Updated: 2026-10-27

Terminology

• Consistency — 5× in this paper · explained in 3 episodes
• Attention Mechanism — 1× in this paper · explained in 3 episodes
• Cross-Attention Mechanism — 1× in this paper · explained in 2 episodes
• Gating Mechanism — 1× in this paper · explained in 2 episodes
• Generative Model — 1× in this paper · explained in 2 episodes

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