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20242026
most citedRoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation

16 citations · 16 across the 9 of their papers we have counts for

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5 papers · 1 filter

cs.RO2025

RoboMIND 2.0: A Multimodal, Bimanual Mobile Manipulation Dataset for Generalizable Embodied Intelligence

Chengkai Hou, Kun Wu, Jiaming Liu +30

While data-driven imitation learning has revolutionized robotic manipulation, current approaches remain constrained by the scarcity of large-scale, diverse real-world demonstration…

cs.CV2025

Hyperbolic Space Learning Method Leveraging Temporal Motion Priors for Human Mesh Recovery

Xiang Zhang, Suping Wu, Weibin Qiu +2

3D human meshes show a natural hierarchical structure (like torso-limbs-fingers). But existing video-based 3D human mesh recovery methods usually learn mesh features in Euclidean s…

cs.RO2025

SwitchVLA: Execution-Aware Task Switching for Vision-Language-Action Models

Meng Li, Zhen Zhao, Zhengping Che +7

Robots deployed in dynamic environments must be able to not only follow diverse language instructions but flexibly adapt when user intent changes mid-execution. While recent Vision…

cs.CV2025

PDGS: Part-Level Decoupling and Continuous Deformation of Articulated Objects via Gaussian Splatting

Haowen Wang, Xiaoping Yuan, Zhao Jin +6

Articulated objects are ubiquitous and important in robotics, AR/VR, and digital twins. Most self-supervised methods for articulated object modeling reconstruct discrete interactio…

cs.RO2025

ArtVIP: Articulated Digital Assets of Visual Realism, Modular Interaction, and Physical Fidelity for Robot Learning

Zhao Jin, Zhengping Che, Tao Li +10

Robot learning increasingly relies on simulation to advance complex ability such as dexterous manipulations and precise interactions, necessitating high-quality digital assets to b…