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Yun Pei

2 accepted papers

2026

Seeing Motion, Generating Action: Explicit Motion-Aware Policy for Robotic Action Generation

ICRA 2026poster

Imitation learning (IL) offers a scalable framework for teaching robots complex manipulation skills from human demonstrations. However, conventional end-to-end visuomotor IL models often suffer from poor performance and robustness due to the significant modality mismatch between high-dimensional vis…

Cited by 0Scholar
2024

Heterogeneous Graph Learning for Scene Graph Prediction in 3D Point Clouds

ECCV 2024poster

"3D Scene Graph Prediction (SGP) aims to recognize the objects and predict their semantic and spatial relationships in a 3D scene. Existing methods either exploit context information or emphasize knowledge prior to model the scene graph in a fully-connected homogeneous graph framework. However, thes…

Cited by 3SourcePDFScholar