Pintu Lohar

Enhancing Video-Text Matching via Sparse Stratified Sampling

Video-text matching is a critical task in multimedia retrieval, but traditional methods often fail to capture the diversity and depth of video content due to inefficient and inaccurate frame sampling. We propose a novel sparse stratified sampling technique that can substantially improve the video-te…