Lighthouse-Skel uses learned junction points and breakpoints to guide reconnection of discontinuous skeleton segments, improving structural integrity over standard point-level detection.
Focal loss for dense object detection,
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
years
2026 2verdicts
UNVERDICTED 2representative citing papers
Reformulating multi-user WiFi sensing as activity counting enables stable generalization to unseen users by estimating scene-level activity composition instead of assigning actions to known identities.
citing papers explorer
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Topology-Aware Skeleton Detection via Lighthouse-Guided Structured Inference
Lighthouse-Skel uses learned junction points and breakpoints to guide reconnection of discontinuous skeleton segments, improving structural integrity over standard point-level detection.
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From User Recognition to Activity Counting: An Identity-Agnostic Approach to Multi-User WiFi Sensing
Reformulating multi-user WiFi sensing as activity counting enables stable generalization to unseen users by estimating scene-level activity composition instead of assigning actions to known identities.