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arXiv preprint arXiv:2601.05239 (2025)

4 Pith papers cite this work. Polarity classification is still indexing.

4 Pith papers citing it

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cs.CV 4

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2026 4

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MoRight: Motion Control Done Right

cs.CV · 2026-04-08 · unverdicted · novelty 7.0

MoRight disentangles object and camera motion via canonical-view specification and temporal cross-view attention, while decomposing motion into active user-driven and passive consequence components to learn and apply causality in video generation.

Echo-Memory: A Controlled Study of Memory in Action World Models

cs.CV · 2026-06-08 · unverdicted · novelty 6.0

A controlled study finds that block-wise state-space recurrence outperforms other memory designs for open-domain scene return in action-conditioned video models, and that standard replay metrics do not adequately measure memory quality.

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  • MoRight: Motion Control Done Right cs.CV · 2026-04-08 · unverdicted · none · ref 21

    MoRight disentangles object and camera motion via canonical-view specification and temporal cross-view attention, while decomposing motion into active user-driven and passive consequence components to learn and apply causality in video generation.