Efficiency Follows Capability: A Decade of Video Understanding Research Trends
An analysis of how computational efficiency evolved from a marginal concern to a central research objective in video understanding, based on arXiv publication trends from 2015 to 2025. Includes interactive charts tracking the rise of efficiency-focused work from 0% to nearly 40% of the field.
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