Dexterous Functional Grasping

5 December 2023

Papers citing "Dexterous Functional Grasping"

35 / 35 papers shown

Title
Web2Grasp: Learning Functional Grasps from Web Images of Hand-Object Interactions Hongyi Chen Yunchao Yao Yufei Ye Zhixuan Xu Homanga Bharadhwaj Jiashun Wang Shubham Tulsiani Zackory Erickson Jeffrey Ichnowski 43 0 0 07 May 2025
Dexonomy: Synthesizing All Dexterous Grasp Types in a Grasp Taxonomy Jiayi Chen Yubin Ke Lin Peng He Wang 36 0 0 26 Apr 2025
RobustDexGrasp: Robust Dexterous Grasping of General Objects Hui Zhang Zijian Wu Linyi Huang Sammy Christen Jie Song 57 1 0 07 Apr 2025
ManipTrans: Efficient Dexterous Bimanual Manipulation Transfer via Residual Learning Kailin Li Puhao Li Tengyu Liu Yuyang Li Siyuan Huang 63 3 0 27 Mar 2025
Robotic Sim-to-Real Transfer for Long-Horizon Pick-and-Place Tasks in the Robotic Sim2Real Competition Ming Yang Hongyu Cao Lixuan Zhao Chenrui Zhang Yaran Chen 64 0 0 14 Mar 2025
Imit Diff: Semantics Guided Diffusion Transformer with Dual Resolution Fusion for Imitation Learning Yuhang Dong Haizhou Ge Yupei Zeng Jing Zhang Beiwen Tian ... Yufei Jia Ruixiang Wang Ran Yi Guyue Zhou Longhua Ma 65 0 0 11 Feb 2025
FunGrasp: Functional Grasping for Diverse Dexterous Hands Linyi Huang Hui Zhang Zijian Wu Sammy Christen Jie Song 97 4 0 24 Nov 2024
Bimanual Dexterity for Complex Tasks Kenneth Shaw Yulong Li Jiahui Yang Mohan Kumar Srirama Ray Liu Haoyu Xiong Russell Mendonca Deepak Pathak 90 19 0 20 Nov 2024
DexGraspNet 2.0: Learning Generative Dexterous Grasping in Large-scale Synthetic Cluttered Scenes Jialiang Zhang Haoran Liu Danshi Li Xinqiang Yu Haoran Geng Yufei Ding Jiayi Chen He Wang 51 17 0 30 Oct 2024
Local Policies Enable Zero-shot Long-horizon Manipulation Murtaza Dalal Min Liu Walter Talbott Chen Chen Deepak Pathak Jian Zhang Ruslan Salakhutdinov 54 3 0 29 Oct 2024
Cross-Embodiment Dexterous Grasping with Reinforcement Learning Haoqi Yuan Bohan Zhou Yuhui Fu Zongqing Lu 36 6 0 03 Oct 2024
Efficient Residual Learning with Mixture-of-Experts for Universal Dexterous Grasping Ziye Huang Haoqi Yuan Yuhui Fu Zongqing Lu 42 3 0 03 Oct 2024
$DexSim2Real$^{2}$: Building Explicit World Model for Precise Articulated Object Dexterous Manipulation$ DexSim2Real $^{2}$ : Building Explicit World Model for Precise Articulated Object Dexterous Manipulation Taoran Jiang Liqian Ma Yixuan Guan Jiaojiao Meng Weihang Chen Zecui Zeng Lusong Li Dan Wu Jing Xu Rui Chen 61 0 0 13 Sep 2024
Hand-Object Interaction Pretraining from Videos Himanshu Gaurav Singh Antonio Loquercio Carmelo Sferrazza Jane Wu Haozhi Qi Pieter Abbeel Jitendra Malik 55 15 0 12 Sep 2024
Learning to Singulate Objects in Packed Environments using a Dexterous Hand Hao Jiang Yuhai Wang Hanyang Zhou Daniel Seita 88 2 0 01 Sep 2024
Lessons from Learning to Spin "Pens" Jun Wang Ying Yuan Haichuan Che Haozhi Qi Yi-An Ma Jitendra Malik Xiaolong Wang 90 15 0 26 Jul 2024
DexGrasp-Diffusion: Diffusion-based Unified Functional Grasp Synthesis Pipeline for Multi-Dexterous Robotic Hands Zhengsheng Zhang Lei Zhou Chenchen Liu Zhiyang Liu Chengran Yuan Sheng Guo Ruiteng Zhao Marcelo H. Ang Francis EH Tay 74 9 0 13 Jul 2024
DextrAH-G: Pixels-to-Action Dexterous Arm-Hand Grasping with Geometric Fabrics Tyler Ga Wei Lum Martin Matak Viktor Makoviychuk Ankur Handa Arthur Allshire Tucker Hermans Nathan D. Ratliff Karl Van Wyk 51 14 0 02 Jul 2024
Learning Prehensile Dexterity by Imitating and Emulating State-only Observations Yunhai Han Zhenyang Chen Harish Ravichandar 89 5 0 08 Apr 2024
GraspXL: Generating Grasping Motions for Diverse Objects at Scale Hui Zhang Sammy Christen Zicong Fan Otmar Hilliges Mingli Song 51 31 0 28 Mar 2024
ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition Samuel Li Sarthak Bhagat Joseph Campbell Yaqi Xie Woojun Kim Katia Sycara Simon Stepputtis LM&Ro 50 13 0 26 Mar 2024
Dexterous Functional Pre-Grasp Manipulation with Diffusion Policy Tianhao Wu Yunchong Gan Mingdong Wu Jingbo Cheng Yaodong Yang Yixin Zhu Hao Dong 59 0 0 19 Mar 2024
3D Diffusion Policy: Generalizable Visuomotor Policy Learning via Simple 3D Representations Yanjie Ze Gu Zhang Kangning Zhang Chenyuan Hu Muhan Wang Huazhe Xu VGen 50 81 0 06 Mar 2024
Functional Eigen-Grasping Using Approach Heatmaps Malek Aburub Kazuki Higashi Weiwei Wan Kensuke Harada 108 1 0 22 Jan 2024
General Flow as Foundation Affordance for Scalable Robot Learning Chengbo Yuan Chuan Wen Tong Zhang Yang Gao AI4CE 33 32 0 21 Jan 2024
Grasp Multiple Objects with One Hand Yuyang Li Bo Liu Yiran Geng Puhao Li Yaodong Yang Yixin Zhu Tengyu Liu Siyuan Huang 49 25 0 24 Oct 2023
Rotating without Seeing: Towards In-hand Dexterity through Touch Zhao-Heng Yin Binghao Huang Yuzhe Qin Qifeng Chen Xiaolong Wang 116 92 0 20 Mar 2023
UniDexGrasp: Universal Robotic Dexterous Grasping via Learning Diverse Proposal Generation and Goal-Conditioned Policy Yinzhen Xu Weikang Wan Jialiang Zhang Haoran Liu Zikang Shan ... Yijia Weng Jiayi Chen Tengyu Liu Li Yi He Wang 94 116 0 02 Mar 2023
In-Hand Object Rotation via Rapid Motor Adaptation Haozhi Qi Ashish Kumar Roberto Calandra Yinsong Ma Jitendra Malik 130 106 0 10 Oct 2022
GenDexGrasp: Generalizable Dexterous Grasping Puhao Li Tengyu Liu Yuyang Li Yiran Geng Yixin Zhu Yaodong Yang Siyuan Huang 80 64 0 03 Oct 2022
One-Shot Transfer of Affordance Regions? AffCorrs! Denis Hadjivelichkov Sicelukwanda Zwane M. Deisenroth Lourdes Agapito Dimitrios Kanoulas 65 35 0 15 Sep 2022
Learning Continuous Grasping Function with a Dexterous Hand from Human Demonstrations Jianglong Ye Jiashun Wang Binghao Huang Yuzhe Qin Xiaolong Wang 127 51 0 11 Jul 2022
DexMV: Imitation Learning for Dexterous Manipulation from Human Videos Yuzhe Qin Yueh-hua Wu Shaowei Liu Hanwen Jiang Ruihan Yang Yang Fu Xiaolong Wang 134 191 0 12 Aug 2021
Deep Dynamics Models for Learning Dexterous Manipulation Anusha Nagabandi K. Konolige Sergey Levine Vikash Kumar 163 409 0 25 Sep 2019
FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images Christiane Zimmermann Duygu Ceylan Jimei Yang Bryan C. Russell Max Argus Thomas Brox 3DH 192 402 0 10 Sep 2019