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cs.CV2026
PseudoMapLabeler: Confidence-Aware Pseudo-Label Generation for Semi-Supervised Online Mapping
Chikao Tsuchiya, Dhaval Bhanderi, David Ilstrup +2
A critical challenge in deploying online HD map construction systems to real-world scenarios is the scarcity of labeled training data, which limits model generalization in diverse…
cs.CV2026
D2HDMap: Non-visible Driveline Map Prior for Online Vectorized HD Map Prediction
Seojun Shon, Chikao Tsuchiya, Dhaval Bhanderi +3
Accurate, up-to-date representations of road structures are critical for the safe operation of autonomous vehicles. Existing systems rely either on costly, maintenance-heavy high-d…