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Dreammesh4d: Video-to-4d generation with sparse-controlled gaussian-mesh hybrid representation,

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cs.CV 1

years

2026 1

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UNVERDICTED 1

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Alignment Is All You Need For X-to-4D Generation

cs.CV · 2026-07-02 · unverdicted · novelty 6.0

Align4D introduces object distance alignment, motion-geometry joint alignment, asynchronous optimization, and the X4D dataset to achieve state-of-the-art X-to-4D generation from multimodal inputs.

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  • Alignment Is All You Need For X-to-4D Generation cs.CV · 2026-07-02 · unverdicted · none · ref 24

    Align4D introduces object distance alignment, motion-geometry joint alignment, asynchronous optimization, and the X4D dataset to achieve state-of-the-art X-to-4D generation from multimodal inputs.