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Yi Cen

3 accepted papers

2025

Adapting to Observation Length of Trajectory Prediction via Contrastive Learning

CVPR 2025poster

The ability to adapt to varying observation lengths is crucial for human trajectory prediction tasks, particularly in scenarios with limited observation lengths or missing data. Existing approaches mainly focus on introducing novel architectures or additional structural components, which substantial…

2025

MuSCLe-Reg: Multi-Scale Contextual Embedding and Local Correspondence Rectification for Robust Two-Stage Point Cloud Registration

RA-L 2025

Algorithm of outlier removal for learning-based 3D point cloud registration is usually regarded as a classification problem. The core for this to be successful is to learn the discriminative inlier/outlier feature representations. This letter proposes a two-stage efficient network (MuSCLe-Reg) with

Cited by 0SourceScholar
2025

Predict Multiple Steps at Once: A Fragment Trajectory Prediction Network

RA-L 2025

Trajectory prediction is a critical technique for autonomous driving, robot navigation and intelligent surveillance. The recurrent neural networks (RNNs) models propagate temporal information through hidden states and have been widely applied in adapting to varying input lengths and generating multi

Cited by 2SourceScholar