Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2888 result(s) for “Deep Learning in Grasping and Manipulation” Page 1 of 58
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Robust Bayesian Scene Reconstruction with Retrieval-Augmented Priors for Precise Grasping and Planning AI summary
Herbert Wright, Weiming Zhi, Martin Matak, Matthew Johnson-Roberson, Tucker Hermans
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TORM: Transparent Objects Reconstruction and Manipulation with Multi-View Segmentation AI summary
Qiyuan Qiao, Fuling Lin, Huibin Zhao, Bowen Xu, Zhiqiang Chen, Dong Xu, Peng Lu
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Learning Push-Grasp Synergy for Occluded Objects in Cluttered Environments AI summary
Ziang Li, Haorui Wu, Zhiqi Chen, Haozhe Zhang, Yuzhe Huang, Changshui Zhang
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TaSA: Two-Phased Deep Predictive Learning of Tactile Sensory Attenuation for Improving In-Grasp Manipulation AI summary
Pranav Ponnivalavan, Satoshi Funabashi, Alexander Schmitz, Tetsuya Ogata, Shigeki Sugano
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Tracing Energy Flow: Learning Tactile-Based Grasping Force Control to Reduce Slippage in Dynamic Object Interaction AI summary
Cheng-Yu Kuo, Hirofumi Shin, Takamitsu Matsubara
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A Cable-Driven Soft Robotic Hand with an In-Hand RGB-D Camera for Dexterous Grasping and Manipulation AI summary
Zhanfeng Zhou, Runze Zuo, Matthew Du, Shaojia Wang, Sebastian Levy, Yu Sun, Xinyu Liu
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GAPG: Geometry Aware Push-Grasping Synergy for Goal-Oriented Manipulation in Clutter AI summary
Lijingze Xiao, jinhong Du, YANG CONG, Supeng Diao, Yu Ren
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UltraDexGrasp: Learning Universal Dexterous Grasping for Bimanual Robots with Synthetic Data AI summary
Sizhe Yang, Yiman Xie, Zhixuan Liang, Yang Tian, Jia Zeng, Dahua Lin, Jiangmiao Pang
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A Precise Real-Time Force-Aware Grasping System for Robust Aerial Manipulation AI summary
Kenghou Hoi, Yuze Wu, Annan Ding, Junjie Wang, Anke Zhao, Jialiang Hou, Chengqian Zhang, Fei Gao
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Demonstration-Augmented Deep Reinforcement Learning with Mixed Reality Human-In-The-Loop Guidance AI summary
Mohammad-Ehsan Matour, Alexander Winkler
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SpikeATac: A Multimodal Tactile Finger with Taxelized Dynamic Sensing for Dexterous Manipulation AI summary
Eric T. Chang, Peter Ballentine, Zhanpeng He, DoGon Kim, Kai Jiang, Hua Hsuan Liang, Joaquin Palacios, William Wang, Pedro Piacenza, Ioannis Kymissis, Matei Ciocarlie
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Generate, Transfer, Adapt: Learning Functional Dexterous Grasping from a Single Human Demonstration AI summary
Xingyi He, Adhitya Polavaram, Yunhao Cao, Om Deshmukh, Tianrui Wang, Xiaowei Zhou, Kuan Fang
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GraspClutter6D: A Large-Scale Real-World Dataset for Robust Perception and Grasping in Cluttered Scenes AI summary
Seunghyeok Back, Joosoon Lee, Kangmin Kim, Heeseon Rho, Geonhyup Lee, Raeyoung Kang, Sangbeom Lee, Sangjun Noh, Youngjin Lee, Taeyeop Lee, Kyoobin Lee
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Language-Guided Dexterous Functional Grasping by LLM Generated Grasp Functionality and Synergy for Humanoid Manipulation AI summary
Caldwell and Fei Chen, Senior
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A Benchmarking Study of Vision-Based Robotic Grasping Algorithms AI summary
Bharath Kumar Ramesh Babu, Sumukh Sreenivasarao Balakrishna, Brian Flynn, Vinayak Kapoor, Adam Norton, Holly Yanco, Berk Calli
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Neuromorphic Event Camera-Based Object Recognition and Grasping Position Detection Using a Transfer Learning-Enhanced Multi-Task Model AI summary
Muhammad Hamza Zafar, Syed Kumayl Raza Moosavi, Filippo Sanfilippo
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TEGA: A Tactile-Enhanced Grasping Assistant for Assistive Robotics Via Sensor Fusion and Closed-Loop Haptic Feedback AI summary
Hengxu You, Tianyu Zhou, Fang Xu, Kaleb Smith, Jing Du
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Multi-Keypoint Affordance Representation for Functional Dexterous Grasping AI summary
Kailun Yang, Zhiyong Li, and Yaonan Wang
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Shear-Based Grasp Control for Multi-Fingered Underactuated Tactile Robotic Hands AI summary
Christopher Ford, Haoran Li, Manuel Giuseppe Catalano, Matteo Bianchi, Efi Psomopoulou, Nathan Lepora
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Leveraging Embodied Mechanical Intelligence for Learning Decluttering Tasks AI summary
Enrico Turco, Valerio Bo, Chiara Castellani, Gionata Salvietti, Monica Malvezzi, Domenico Prattichizzo, Maria Pozzi
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EdgeGrasp: Enhancing Edge Perception for 7-DoF Grasping Pose Estimation in Cluttered Scenes AI summary
Junning Qiu, Fei Wang, Yu Guo, Yonggen Ling, Minglei Lu
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Robot Deformable Object Manipulation Via NMPC-Generated Demonstrations in Deep Reinforcement Learning AI summary
Haoyuan Wang, Zihao Dong, Tong Zhu, HongLiang Lei, Weizhuang Shi, Zejia Zhang, Wei Luo, Weiwei Wan, Xinxing Chen, Jian Huang
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Squeezing the Last Drop of Accuracy: Hand-Eye Calibration Via Deep Reinforcement Learning-Guided Pose Tuning AI summary
Seunghui Shin, Daeho Kim, Hyoseok Hwang
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Structural Interlocking-Based Weaving Gripper for Enhanced Grasping Performance AI summary
Yuvin Jun, Daehyun Kim, Seokhwan Jeong, Joonbum Bae, Kahye Song
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Benchmarking the Effects of Object Pose Estimation and Reconstruction on Robotic Grasping Success AI summary
Varun Burde,, Pavel Burget, Torsten Sattler
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3D Printable Soft Liquid Metal Sensors for Delicate Manipulation Tasks AI summary
Lois Liow, Jonty Milford, Emre Uygun, Andre Farinha, VinothKumar Viswanathan, Joshua Pinskier, David Howard
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Angle-I2P: Angle-Consistent-Aware Hierarchical Attention for Cross-Modality Outlier Rejection AI summary
Muyao Peng, Shun Zou, Pei An, You Yang, Qiong Liu
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ETac: A Lightweight and Efficient Tactile Simulation Framework for Learning Dexterous Manipulation AI summary
Zhe Xu, Feiyu Zhao, Xiyan Huang, Chenxi Xiao
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Real-World Robot Control by Deep Active Inference With a Temporally Hierarchical World Model AI summary
Kentaro Fujii, Shingo Murata
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Towards Dexterous Agri-Food Manipulation: Topology-Dependent Interaction Patterns in a Reconfigurable Multifingered Gripper AI summary
Hongyu Lan, Alessio Caporali, Chengxiao Dong, Gianluca Palli, Claudio Melchiorri
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Grasp Like Humans: Learning Generalizable Multi-Fingered Grasping from Human Proprioceptive Sensorimotor Integration AI summary
Ce Guo, Xieyuanli Chen, Zhiwen Zeng, Zirui Guo, YiHong Li, Haoran Xiao, Dewen Hu, Huimin Lu
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A Novel Soft Gripper Design Integrating a Unilateral Fingernail-Like Mechanism for Grasping Flat Object AI summary
Wanyu MA, Xuyang Ren, Zheng Li
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Embracing Bulky Objects with Humanoid Robots: Whole-Body Manipulation with Reinforcement Learning AI summary
Chunxin ZHENG, Kai Chen, Zhihai Bi, Yulin Li, Liang Pan, Jinni ZHOU, Haoang Li, Jun Ma
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A Wire-Driven Robotic Hand with Mode-Switchable Planetary Transmission for Dynamic Manipulation AI summary
Jeongseok Choi, Minsu Lee, WooSeong Shin, TaeWon Seo
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MultiHand: Design and Verification of a Dexterous Hand with Multi-Modal Grasping Capabilities AI summary
Yaopeng Tian, Changqing Guo, Shoujie Li, Chenxin Liang, Junbo Tan, Xueqian Wang
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DexSinGrasp: Learning a Unified Policy for Dexterous Object Singulation and Grasping in Densely Cluttered Environments AI summary
Lixin Xu, Zixuan Liu, ZHEWEI GUI, Jingxiang Guo, Zeyu Jiang, Tongzhou Zhang, Zhixuan Xu, Chongkai Gao, Lin Shao
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INTACT-GRIP: An Inflatable Tactile Gripper for Soft Manipulation and High-Resolution Texture Mapping AI summary
Ozdemir Can Kara, Mohammad Rafiee Javazm, Omid Rezayof, Farshid Alambeigi
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Failure-Aware RL: Reliable Offline-To-Online Reinforcement Learning with Self-Recovery for Real-World Manipulation AI summary
improving task performance.
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GeoLanG: Geometry-Aware Language-Guided Grasping with Unified RGB-D Multimodal Learning AI summary
Rui Tang, Guankun Wang, Long Bai, Huxin Gao, Jiewen Lai, Chi Kit Ng, Jiazheng Wang, Fan Zhang, Hongliang Ren
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Deep Sensorimotor Control by Imitating Predictive Models of Human Motion AI summary
Himanshu Gaurav Singh, Pieter Abbeel, Jitendra Malik, Antonio Loquercio
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GPD-AP: A Grasp Pose-Driven Active Perception Framework for Occlusion-Robust Robotic Manipulation AI summary
Yancong Wei, Yunyi Pang, Sicheng Liu, Kangkang Dong, Houde Liu
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SHOPPER: Practical Insights on Grasp Strategies for Mobile Manipulation in the Wild AI summary
Isabella Huang, Richard Cheng, Sangwoon Kim, Daniel Kruse, Carolyn Chen, Lukas Kaul, JC Anne Hancock, Shanmuga Perumal Harikumar, Mark Tjersland, James Borders, Daniel Helmick
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VLM-SFD: VLM-Assisted Siamese Flow Diffusion Framework for Dual-Arm Cooperative Manipulation AI summary
Jiaming Chen, Yiyu Jiang, Aoshen Huang, Yang Li, Wei Pan
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T(R, O) Grasp: Efficient Graph Diffusion of Robot-Object Spatial Transformation for Cross-Embodiment Dexterous Grasping AI summary
Xin Fei, Zhixuan Xu, Huaicong Fang, Tianrui Zhang, Lin Shao
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OmniDexGrasp: Generalizable Dexterous Grasping Via Foundation Model and Force Feedback AI summary
Yi-Lin Wei, Zhexi Luo, Yuhao Lin, Mu Lin, Zhizhao Liang, Shuoyu Chen, Wei-Shi Zheng
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Point2Act: Efficient 3D Distillation of Multimodal LLMs for Zero-Shot Context-Aware Grasping AI summary
Sang Min Kim, Hyeongjun Heo, Junho Kim, Yonghyeon Lee, Young Min Kim
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Enhancing Reusability of Learned Skills for Robot Manipulation Via Gaze Information and Motion Bottlenecks AI summary
Ryo Takizawa, Izumi Karino, Koki Nakagawa, Yoshiyuki Ohmura, Yasuo Kuniyoshi
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An Underactuated Robotic Gripper with Flowability and Variable Stiffness for Food Bin-Picking AI summary
YITONG XUE, Zhongkui Wang
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Soft Omni-Functional Robotic Gripper with a Force-Enhanced Pleated Mechanism for High Force and Multi-DoF Manipulation AI summary
Sinyoung Lee, Genesung Kang, Hongmin Kim, Dongjun Shin
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Clutt3R-Seg: Sparse-View 3D Instance Segmentation for Language-Grounded Grasping in Cluttered Scenes AI summary
Jeongho Noh, Tai Hyoung Rhee, Eunho Lee, Jeongyun Kim, Sunwoo Lee, Ayoung Kim
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