Shoumeng Qiu
3 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
bird's eye view
(2)
knowledge distillation
(2)
autonomous driving
(1)
label noise
(1)
point cloud processing
(1)
student model
(1)
teacher-student model
(1)
lidar semantic segmentation
(1)
teacher model
(1)
temporal fusion
(1)
high-definition map construction
(1)
polar-cartesian fusion
(1)
hybrid transformer-cnn
(1)
semantic segmentation
(1)
dual-path consistency
(1)
multi-view fusion
(1)
Papers
AMap: Distilling Future Priors for Ahead-Aware Online HD Map Construction
CVPR 2026
PC-BEV: An Efficient Polar-Cartesian BEV Fusion Framework for LiDAR Semantic Segmentation
AAAI 2025
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation
ECCV 2024