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Kairui Ding

3 accepted papers

2025

DISCOVERSE: Efficient Robot Simulation in Complex High-Fidelity Environments

IROS 2025

We present Discoverse, the first unified, modular, open-source 3DGS-based simulation framework for Real2Sim2Real robot learning. It features a holistic Real2Sim pipeline that synthesizes hyper-realistic geometry and appearance of complex real-world scenarios, paving the way for analyzing and bridgin

Cited by 14SourcecodeScholar
2024

Hint-AD: Holistically Aligned Interpretability in End-to-End Autonomous Driving

CoRL 2024poster

End-to-end architectures in autonomous driving (AD) face a significant challenge in interpretability, impeding human-AI trust. Human-friendly natural language has been explored for tasks such as driving explanation and 3D captioning. However, previous works primarily focused on the paradigm of decla…

Cited by 5SourceScholar
2024

PreAfford: Universal Affordance-Based Pre-Grasping for Diverse Objects and Environments

IROS 2024poster

Robotic manipulation with two-finger grippers is challenged by objects lacking distinct graspable features. Traditional pre-grasping methods, which typically involve repositioning objects or utilizing external aids like table edges, are limited in their adaptability across different object categorie…

Cited by 4SourceScholar