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Masahiro Suzuki

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Open access Mar 2024

SSM Meets Video Diffusion Models: Efficient Long-Term Video Generation with Structured State Spaces

The ablation study shows that when using SSMs for temporal modeling, incorporating bidirectionality and selective scans enhances video generation performance, and SSM-based models incur lower computational cost to achieve the same Fréchet Video Distance as attention-based models.

Yuta Oshima, Shohei Taniguchi, Masahiro Suzuki et al. · 13 citations