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Swift Sampling: Selecting Temporal Surprises via Taylor Series
Swift Sampling uses Taylor-series projections of visual feature trajectories to select temporally surprising frames, cutting overhead by 30x while boosting long-video accuracy up to 12.5 points.
Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 7 on Hugging Face
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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5