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Long-horizon Video Generation with Slot Memory Addressed By Region Tokens

Memory for long-horizon video generation must satisfy two competing requirements: it must remain bounded so generation can continue indefinitely, while still recovering what was observed at a place when the camera returns, regardless of how long ago it was seen.

By Eren Cetin, Julius Erbach, Vukasin Bozic, Hyojun Go, Zixiang Zhao, Nikolai Kalischek, Federico Tombari, Konrad Schindler, Dominik NarnhoferarXiv - cs.CV (CV)

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Originally published by arXiv - cs.CV (CV) on Oct 15, 2026.

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