IMPACT-Scribe is a correction-driven interactive system that combines uncertainty-aware boundary scribbles, local proposal modeling, cost-aware query planning, structured propagation, and correction-driven adaptation to improve labeling quality per effort and boundary accuracy in temporal action seg
Fact: Frame-action cross-attention temporal modeling for efficient action segmentation,
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IMPACT-Scribe: Interactive Temporal Action Segmentation with Boundary Scribbles and Query Planning
IMPACT-Scribe is a correction-driven interactive system that combines uncertainty-aware boundary scribbles, local proposal modeling, cost-aware query planning, structured propagation, and correction-driven adaptation to improve labeling quality per effort and boundary accuracy in temporal action seg