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Jingtao Sun

3 accepted papers

2026

CRAFT: Adapting VLA Models to Contact-Rich Manipulation Via Force-Aware Curriculum Fine-Tuning

ICRA 2026poster

Vision-Language-Action (VLA) models have shown a strong capability in enabling robots to execute general instructions, yet they struggle with contact-rich manipulation tasks, where success requires precise alignment, stable contact maintenance,and effective handling of deformable objects. A fundamen…

2024

L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream

CVPR 2024poster

3D visual language multi-modal modeling plays an important role in actual human-computer interaction. However the inaccessibility of large-scale 3D-language pairs restricts their applicability in real-world scenarios. In this paper we aim to handle a real-time multi-task for 6-DoF pose tracking of u…

Cited by 0SourcePDFScholar
2022

ICK-Track: A Category-Level 6-DoF Pose Tracker Using Inter-Frame Consistent Keypoints for Aerial Manipulation

IROS 2022poster

Robots that are supposed to interact with or manipulate objects in the world must be able to track the poses of objects in their sensor data. Thus, Detecting and tracking the 6-DoF poses of targeted objects is important for aerial manipulation and is still in the early stage due to the high dynamics…

Cited by 8SourcecodeScholar