Jinyoung Park*

VideoMamba: Spatio-Temporal Selective State Space Model

"We introduce VideoMamba, a novel adaptation of the pure Mamba architecture, specifically designed for video recognition. Unlike transformers that rely on self-attention mechanisms leading to high computational costs by quadratic complexity, VideoMamba leverages Mamba’s linear complexity and selecti…