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Author

Federico Tombari

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Preprint Oct 2026

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. Reconstruction-based memories provide spatial recall by c...

Eren Çetin, Julius Erbach, Vukasin Bozic et al. · 0 citations
#artificial intelligence Preprint Oct 2026

GeoFix: Geometry Fixing for 4D Consistent Generation

Video diffusion models increasingly serve as priors for 4D generation, but the generated videos often lack geometric consistency. Recent approaches address this through post-training by designing geometric rewards, yet this can degrade texture and fine detail, requiring auxiliary appearance rewards and careful reward b...

Yeobin Hong, Hyojun Go, Dohun Lee et al. · 0 citations

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