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20242026
most citedFoundationGrasp: Generalizable Task-Oriented Grasping with Foundation Models

2 citations · 2 across the 13 of their papers we have counts for

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cs.AI2025

Meta-Memory: Retrieving and Integrating Semantic-Spatial Memories for Robot Spatial Reasoning

Yufan Mao, Hanjing Ye, Wenlong Dong +2

Navigating complex environments requires robots to effectively store observations as memories and leverage them to answer human queries about spatial locations, which is a critical…

cs.RO2025

MimicFunc: Imitating Tool Manipulation from a Single Human Video via Functional Correspondence

Chao Tang, Anxing Xiao, Yuhong Deng +5

Imitating tool manipulation from human videos offers an intuitive approach to teaching robots, while also providing a promising and scalable alternative to labor-intensive teleoper…

cs.RO2025

Benchmarking Generalizable Bimanual Manipulation: RoboTwin Dual-Arm Collaboration Challenge at CVPR 2025 MEIS Workshop

Tianxing Chen, Kaixuan Wang, Zhaohui Yang +96

Embodied Artificial Intelligence (Embodied AI) is an emerging frontier in robotics, driven by the need for autonomous systems that can perceive, reason, and act in complex physical…

cs.RO2025

HGDiffuser: Efficient Task-Oriented Grasp Generation via Human-Guided Grasp Diffusion Models

Dehao Huang, Wenlong Dong, Chao Tang +1

Task-oriented grasping (TOG) is essential for robots to perform manipulation tasks, requiring grasps that are both stable and compliant with task-specific constraints. Humans natur…

cs.RO2025

FUNCTO: Function-Centric One-Shot Imitation Learning for Tool Manipulation

Chao Tang, Anxing Xiao, Yuhong Deng +5

Learning tool use from a single human demonstration video offers a highly intuitive and efficient approach to robot teaching. While humans can effortlessly generalize a demonstrate…