29 citations · 42 across the 9 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2025
BEV-VAE: Multi-view Image Generation with Spatial Consistency for Autonomous Driving
Zeming Chen, Hang Zhao
Multi-view image generation in autonomous driving demands consistent 3D scene understanding across camera views. Most existing methods treat this problem as a 2D image set generati…
cs.CV2023★ 10 cited
SEPT: Towards Efficient Scene Representation Learning for Motion Prediction
Zhiqian Lan, Yuxuan Jiang, Yao Mu +2
Motion prediction is crucial for autonomous vehicles to operate safely in complex traffic environments. Extracting effective spatiotemporal relationships among traffic elements is…