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Preprint Jul 2026

VideoSEMA: a scalable and efficient Mamba-like attention for video understanding

It is proved that the computationally cheaper split space-time attention is equivalent to full space-time attention and is promising to extend VideoSEMA to longer videos with a dilated/sparse temporal attention.

N. Tran, Fanghui Xue, Shuai Zhang et al. · 0 citations