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A mathematical theory of communication

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Boundary-Centric Active Learning for Temporal Action Segmentation

cs.CV · 2026-04-16 · unverdicted · novelty 6.0

B-ACT improves label efficiency in temporal action segmentation by selecting only boundary frames for annotation via a two-stage uncertainty-driven process that fuses neighborhood uncertainty, class ambiguity, and temporal dynamics.

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