A simple box-count inconsistency score on mirrored LiDAR point clouds selects training samples that match random sampling's mAP with roughly half the labels.
Fixmatch: Simplifying semi- supervised learning with consistency and confidence,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Inconsistency-based Active Learning for LiDAR Object Detection
A simple box-count inconsistency score on mirrored LiDAR point clouds selects training samples that match random sampling's mAP with roughly half the labels.