Zhouzhiming

3DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis

The sparse unordered structure of point clouds causes unnecessary computation and energy consumption in deep models. Conventionally, the Transformer architecture is leveraged to model global relationships in point clouds, however, its quadratic complexity restricts scalability. Although the Mamba a…