Hand-Object Interaction Pretraining from Videos

Hand-Object Interaction Pretraining from Videos

12 September 2024

Himanshu Gaurav Singh

Antonio Loquercio

Carmelo Sferrazza

Papers citing "Hand-Object Interaction Pretraining from Videos"

15 / 15 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 21 0 0 07 May 2025
KineDex: Learning Tactile-Informed Visuomotor Policies via Kinesthetic Teaching for Dexterous Manipulation Di Zhang Chengbo Yuan Chuan Wen H. Zhang Junqiao Zhao Yang Gao 22 0 0 04 May 2025
Crossing the Human-Robot Embodiment Gap with Sim-to-Real RL using One Human Demonstration Tyler Ga Wei Lum Olivia Y. Lee C. Karen Liu Jeannette Bohg 33 0 0 17 Apr 2025
Novel Diffusion Models for Multimodal 3D Hand Trajectory Prediction Junyi Ma Wentao Bao Jingyi Xu Guanzhong Sun Xieyuanli Chen Hesheng Wang 27 0 0 10 Apr 2025
MAPLE: Encoding Dexterous Robotic Manipulation Priors Learned From Egocentric Videos Alexey Gavryushin Xi Wang Robert J. S. Malate Chenyu Yang X. Jia Shubh Goel Davide Liconti René Zurbrugg Robert K. Katzschmann Marc Pollefeys 29 0 0 08 Apr 2025
Slot-Level Robotic Placement via Visual Imitation from Single Human Video Dandan Shan Kaichun Mo Wei Yang Yu-Wei Chao David Fouhey Dieter Fox Arsalan Mousavian 34 0 0 02 Apr 2025
ZeroMimic: Distilling Robotic Manipulation Skills from Web Videos Junyao Shi Zhuolun Zhao Tianyou Wang Ian Pedroza Amy Luo Jie Wang Jason Ma Dinesh Jayaraman LM&Ro 43 0 0 31 Mar 2025
DexTrack: Towards Generalizable Neural Tracking Control for Dexterous Manipulation from Human References Xueyi Liu Jianibieke Adalibieke Qianwei Han Yuzhe Qin Li Yi 66 3 0 13 Feb 2025
DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands Ritvik Singh Arthur Allshire Ankur Handa Nathan D. Ratliff Karl Van Wyk 72 7 0 27 Nov 2024
Learning to Look Around: Enhancing Teleoperation and Learning with a Human-like Actuated Neck Bipasha Sen Michelle Wang Nandini Thakur Aditya Agarwal Pulkit Agrawal 24 0 0 01 Nov 2024
Pre-Training for Robots: Offline RL Enables Learning New Tasks from a Handful of Trials Aviral Kumar Anika Singh F. Ebert Mitsuhiko Nakamoto Yanlai Yang Chelsea Finn Sergey Levine OffRL OnRL 117 64 0 11 Oct 2022
In-Hand Object Rotation via Rapid Motor Adaptation Haozhi Qi Ashish Kumar Roberto Calandra Yinsong Ma Jitendra Malik 123 65 0 10 Oct 2022
Real-World Robot Learning with Masked Visual Pre-training Ilija Radosavovic Tete Xiao Stephen James Pieter Abbeel Jitendra Malik Trevor Darrell SSL 144 238 0 06 Oct 2022
DexTransfer: Real World Multi-fingered Dexterous Grasping with Minimal Human Demonstrations Zoey Qiuyu Chen Karl Van Wyk Yu-Wei Chao Wei Yang Arsalan Mousavian Abhishek Gupta D. Fox 25 21 0 28 Sep 2022
Robotic Telekinesis: Learning a Robotic Hand Imitator by Watching Humans on Youtube Aravind Sivakumar Kenneth Shaw Deepak Pathak 112 99 0 21 Feb 2022