ICRA 2023

1655 papers · 0 AI summaries · 2023

AI summary only

1649 result(s) for “Deep Learning in Grasping and Manipulation” Page 1 of 33

	Title & Authors	Actions
	FSG-Net: A Deep Learning Model for Semantic Robot Grasping through Few-Shot Learning Leonardo Barcellona, Alberto Bacchin, Alberto Gottardi, Emanuele Menegatti, Stefano Ghidoni	View PDF
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	Deep Learning Reactive Robotic Grasping with a Versatile Vacuum Gripper Zhang, Hui,Peeters, Jef,Demeester, Eric,Kellens, Karel	View PDF
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	Reinforcement Learning Based Pushing and Grasping Objects from Ungraspable Poses Hao Zhang, Hongzhuo Liang, Lin Cong, Jianzhi Lyu, Long Zeng, Pingfa Feng, Jianwei Zhang	View PDF
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	Implementation and Optimization of Grasping Learning with Dual-Modal Soft Gripper lei zhao, Haoyue Liu, Feihan Li, X.Y. Ding, Yuhao Sun, Fuchun Sun, Jianhua Shan, Qi Ye, Lincheng Li, Bin Fang	View PDF
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	GraspAda: Deep Grasp Adaptation through Domain Transfer Yiting Chen, Junnan Jiang, Ruiqi Lei, Yasemin Bekiroglu, Fei Chen, Miao Li	View PDF
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	On Human Grasping and Manipulation in Kitchens: Automated Annotation, Insights, and Metrics for Effective Data Collection Nathan Elangovan, Ricardo de Godoy, Felipe Padula Sanches, Ke Wang, Tom White, Patrick Jarvis, Minas Liarokapis	View PDF
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	CoGrasp: 6-DoF Grasp Generation for Human-Robot Collaboration Abhinav Keshari, Hanwen Ren, Ahmed H. Qureshi	View PDF
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	Differential Dynamic Programming Based Hybrid Manipulation Strategy for Dynamic Grasping Cheng Zhou, Yanbo Long, Lei Shi, Longfei Zhao, Yu Zheng	View PDF
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	The New Dexterity Adaptive Humanlike Robot Hand: Employing a Reconfigurable Palm for Robust Grasping and Dexterous Manipulation Geng Gao, Anany Dwivedi, Minas Liarokapis	View PDF
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	Force/Torque Sensing for Soft Grippers Using an External Camera Jeremy Collins, Patrick Grady, Charles C. Kemp	View PDF
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	SCARP: 3D Shape Completion in ARbitrary Poses for Improved Grasping Bipasha Sen, Aditya Agarwal, Gaurav Singh, Brojeshwar Bhowmick, Srinath Sridhar, Madhava Krishna	View PDF
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	Automatic Cell Rotation Method Based on Deep Reinforcement Learning Huiying Gong, Yujie Zhang, Yaowei Liu, Qili Zhao, Xin Zhao, Mingzhu Sun	View PDF
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	SDF-Based Graph Convolutional Q-Networks for Rearrangement of Multiple Objects Hogun Kee, Minjae Kang, Dohyeong Kim, JaeGoo Choy, Songhwai Oh	View PDF
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	Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation Xingyu Zhu, Xin Wang, Jonathan Freer, Hyung Jin Chang, Yixing Gao	View PDF
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	Real-Time Generative Grasping with Spatio-Temporal Sparse Convolution Tim Player, Dongsik Chang, Fuxin Li, Geoffrey Hollinger	View PDF
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	MMRDN: Consistent Representation for Multi-View Manipulation Relationship Detection in Object-Stacked Scenes Han Wang, Jiayuan Zhang, Lipeng Wan, Xingyu Chen, Xuguang Lan, Nanning Zheng	View PDF
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	Towards Robust Autonomous Grasping with Reflexes Using High-Bandwidth Sensing and Actuation Andrew SaLoutos, Hongmin Kim, Elijah Stanger-Jones, Menglong Guo, Sangbae Kim	View PDF
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	Learning Category-Level Manipulation Tasks from Point Clouds with Dynamic Graph CNNs Junchi Liang, Abdeslam Boularias	View PDF
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	Dextrous Tactile In-Hand Manipulation Using a Modular Reinforcement Learning Architecture Johannes Pitz, Lennart Röstel, Leon Sievers, Berthold Bäuml	View PDF
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	Linear Delta Arrays for Compliant Dexterous Distributed Manipulation Sarvesh Patil, Long Tao, Tess Hellebrekers, Zeynep Temel, Oliver Kroemer	View PDF
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	Sparse-Dense Motion Modelling and Tracking for Manipulation without Prior Object Models Christian Rauch, Ran Long, Vladimir Ivan, Sethu Vijayakumar	View PDF
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	Foot Gestures to Control the Grasping of a Surgical Robot YIJUN CHENG, yanpei huang, Ziwei Wang, etienne burdet	View PDF
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	Tactile-Driven Gentle Grasping for Human-Robot Collaborative Tasks Christopher Ford, Haoran Li, John Lloyd, Manuel Giuseppe Catalano, Matteo Bianchi, Efi Psomopoulou, Nathan Lepora	View PDF
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	Instance-Wise Grasp Synthesis for Robotic Grasping Yucheng Xu, Mohammadreza Kasaei, Hamidreza Kasaei, Zhibin Li	View PDF
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	Efficient Learning of High Level Plans from Play NÃoria Armengol UrpÃ, Marco Bagatella, Otmar Hilliges, Georg Martius, Stelian Coros	View PDF
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	MonoGraspNet: 6-DoF Grasping with a Single RGB Image Guangyao Zhai, Dianye Huang, Shun-Cheng Wu, HyunJun Jung, Yan Di, Fabian Manhardt, Federico Tombari, Nassir Navab, Benjamin Busam	View PDF
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	Practical Visual Deep Imitation Learning Via Task-Level Domain Consistency Mohi Khansari, Daniel Ho, Yuqing Du, Armando Fuentes, Matthew Bennice, Nicolas Sievers, Sean Kirmani, Yunfei Bai, Eric Jang	View PDF
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	FOGL: Federated Object Grasping Learning Seok-Kyu Kang, Changhyun Choi	View PDF
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	Sim-And-Real Reinforcement Learning for Manipulation: A Consensus-Based Approach Wenxing Liu, Hanlin Niu, Wei Pan, Guido Herrmann, Joaquin Carrasco	View PDF
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	RBO Hand 3 - A Platform for Soft Dexterous Manipulation Steffen Puhlmann, Jason Harris, Oliver Brock	View PDF
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	Multifingered Grasping Based on Multimodal Reinforcement Learning Hongzhuo Liang, Lin Cong, Norman Hendrich, Shuang Li, Fuchun Sun, Jianwei Zhang	View PDF
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	Structured Motion Generation with Predictive Learning: Proposing Subgoal for Long-Horizon Manipulation Namiko Saito, Joao Moura, Tetsuya Ogata, Marina Y. Aoyama, Shingo Murata, Shigeki Sugano, Sethu Vijayakumar	View PDF
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	TransCG: A Large-Scale Real-World Dataset for Transparent Object Depth Completion and a Grasping Baseline Hongjie Fang, Hao-Shu Fang, Sheng Xu, Cewu Lu	View PDF
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	A Multi-Agent Approach for Adaptive Finger Cooperation in Learning-Based In-Hand Manipulation Lingfeng Tao, Jiucai Zhang, Michael Bowman, Xiaoli Zhang	View PDF
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	Learning Pre-Grasp Manipulation of Flat Objects in Cluttered Environments Using Sliding Primitives Jiaxi Wu, haoran Wu, Shanlin Zhong, Qu Qin Sun, Yinlin Li	View PDF
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	Peg-In-Hole Assembly with Dual-Arm Robot and Dexterous Robot Hands Dong-Hyuk Lee, Myoung-Su Choi, Hyeonjun Park, Ga-Ram Jang, Jae-Han Park, Ji-Hun Bae	View PDF
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	In-Hand Manipulation in Power Grasp: Design of an Adaptive Robot Hand with Active Surfaces Yilin Cai, Shenli Yuan	View PDF
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	Real-Time Constrained 6D Object-Pose Tracking of An In-Hand Suture Needle for Minimally Invasive Robotic Surgery Zih-Yun Chiu, Florian Richter, Michael C. Yip	View PDF
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	Few-Shot Instance Grasping of Novel Objects in Clutter Weikun Guo, Wei Li, Ziye Hu, Zhongxue Gan	View PDF
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	A Stiffness-Changeable Soft Finger Based on Chain Mail Jamming Zhengtao Hu, Abdullah Ahmed, Weiwei Wan, Tetsuyou Watanabe, Kensuke Harada	View PDF
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	Learning-Based Fabric Folding and Box Wrapping Xiaoman Wang, Jie Zhao, Xin Jiang, Yunhui Liu	View PDF
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	CMG-Net: An End-To-End Contact-Based Multi-Finger Dexterous Grasping Network Mingze Wei, Yaomin Huang, Zhiyuan Xu, Ning Liu, Zhengping Che, Xinyu ZHANG, Chaomin Shen, Feifei Feng, Chun Shan, Jian Tang	View PDF
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	Atomic-Level Tracking and Analyzing of Quantum-Dot Motion Steered by an Electrostatic Field Positioned by a Nanorobotic Manipulation Tip Zhi QU, Zhang WENQI, Lixin Dong	View PDF
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	SE(3)-DiffusionFields: Learning Smooth Cost Functions for Joint Grasp and Motion Optimization through Diffusion Julen Urain De Jesus, Niklas Wilhelm Funk, Jan Peters, Georgia Chalvatzaki	View PDF
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	An Architecture for Reactive Mobile Manipulation On-The-Move Ben Burgess-Limerick, Christopher Lehnert, Jurgen Leitner, Peter Corke	View PDF
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	USEEK: Unsupervised SE(3)-Equivariant 3D Keypoints for Generalizable Manipulation Zhengrong Xue, Zhecheng Yuan, Jiashun Wang, xueqian WANG, Yang Gao, Huazhe Xu	View PDF
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	Online Augmentation of Learned Grasp Sequence Policies for More Adaptable and Data-Efficient In-Hand Manipulation Ethan Kroll Gordon, Rana Soltani Zarrin	View PDF
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	Soft Sensing Skins for Arbitrary Objects: An Automatic Framework Sonja GroÃ, Diego Xavier Hidalgo Carvajal, Silija Breimann, Nicolai Stein, Amartya Ganguly, Abdeldjallil Naceri, Sami Haddadin	View PDF
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	DeXtreme: Transfer of Agile In-Hand Manipulation from Simulation to Reality Ankur Handa, Arthur Allshire, Viktor Makoviichuk, Aleksei Petrenko, Ritvik Singh, Jingzhou Liu, Denys Makoviichuk, Karl Van Wyk, Zhurkevich Alexander, Balakumar Sundaralingam, Yashraj Narang, Jean-Francois Lafleche, Dieter Fox, Gavriel State	View PDF
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	Meta-Reinforcement Learning Via Language Instructions Zhenshan Bing, Alexander Koch, Xiangtong Yao, Kai Huang, Alois Knoll	View PDF
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