Lian Liu

Multi-Scale Contextual Alignment and Sequence-Adaptive Attention for Video Summarization

MASA, a parameter-compact framework built around Multi-Scale Contextual Alignment and Sequence-Adaptive Attention for frame-level importance prediction, supports competitive rank-correlation performance with an 11.44M-parameter scoring model, while the measured computational cost shows that parameter compactness should...