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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2888 result(s) for “Deep Learning in Grasping and Manipulation” Page 11 of 58
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Visual-Auditory Extrinsic Contact Estimation AI summary
Xili Yi, Jayjun Lee, Nima Fazeli
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DreamFlow: Local Navigation Beyond Observation Via Conditional Flow Matching in the Latent Space AI summary
Jiwon Park, Dongkyu Lee, I Made Aswin Nahrendra, Jaeyoung Lim, Hyun Myung
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Towards Autonomous Tape Handling for Robotic Wound Redressing AI summary
Xiao Liang, Lu Shen, Peihan Zhang, Soofiyan Atar, Florian Richter, Michael C. Yip
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TOPO-Bench: An Open-Source Topological Mapping Evaluation Framework with Quantifiable Perceptual Aliasing AI summary
Jiaming Wang, Jizhuo Chen, Diwen Liu, Jiaxuan Da, Jiamo Hu, Zhiwei Xue, Linh Kästner, Harold Soh
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Scalable Vision-Language-Action Model Pretraining for Robotic Dexterous Manipulation with Real-Life Human Activity Videos AI summary
Qixiu Li, Yu Deng, Yaobo Liang, Lin Luo, Lei Zhou, Chengtang Yao, Lingqi Zeng, ZhiYuan Feng, Huizhi Liang, Sicheng Xu, Yizhong Zhang, Xi Chen, Hao Chen, Lily Sun, Dong Chen, Jiaolong Yang, Baining Guo
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SHaRe-RL: Structured, Interactive Reinforcement Learning for Contact-Rich Industrial Assembly Tasks AI summary
Jannick Stranghöner, Philipp Hartmann, Lisa-Marie Weigelt, Marco Braun, Sebastian Wrede, Klaus Neumann
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Markerless Robot Detection and 6D Pose Estimation for Multi-Agent SLAM AI summary
Markus Rueggeberg, Maximilian Ulmer, Maximilian Durner, Wout Boerdijk, Marcus Gerhard Müller, Rudolph Triebel, Riccardo Giubilato
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Reward Evolution with Graph-Of-Thoughts: A Bi-Level Language Model Framework for Reinforcement Learning AI summary
Changwei Yao, Xinzi Liu, Chen Li, Marios Savvides
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When Attention Betrays: Erasing Backdoor Attacks in Robotic Policies by Reconstructing Visual Tokens AI summary
Mengde Li, Jifeng Xuan∗and Miao Li,,∗
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A Semantic and Occlusion-Aware GM-PHD Filter AI summary
Jovan Menezes, Mark Campbell
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From Language to Action: Can LLM-Based Agents Be Used for Embodied Robot Cognition? AI summary
Shinas Shaji, Fabian Huppertz, Alex Mitrevski, Sebastian Houben
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Towards Learning Boulder Excavation with Hydraulic Excavators AI summary
Jonas Gruetter, Lorenzo Terenzi, Pascal Arturo Egli, Marco Hutter
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E2-BKI: Evidential Ellipsoidal Bayesian Kernel Inference for Uncertainty-Aware Gaussian Semantic Mapping AI summary
Junyoung Kim, Minsik Jeon, Jihong Min, Kiho Kwak, Junwon Seo
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DemoDiffusion: One-Shot Human Imitation Using Pre-Trained Diffusion Policy AI summary
Sungjae Park, Homanga Bharadhwaj, Shubham Tulsiani
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Masquerade: Learning from In-The-Wild Human Videos Using Data-Editing AI summary
Marion Lepert, Jiaying Fang, Jeannette Bohg
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EDAIL: Adversarial Imitation Learning Via Exploration-Driven Data Augmentation AI summary
Pengcheng Li, qiang fang, Xin Xu
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Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place Recognition AI summary
Jiuhong Xiao, Yang Zhou, Giuseppe Loianno
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Moment Latent Reinforcement Learning for Pattern Control in Swarm Robotic Systems AI summary
Wei Zhang, Haoyu Quan, Jr-Shin Li
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Sample-Efficient Learning with Online Expert Correction for Autonomous Catheter Steering in Endovascular Bifurcation Navigation AI summary
Hao Wang, Tianliang Yao, Bo LU, Zhiqiang Pei, dong liu, Lei Ma, Peng Qi
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OverlapMamba: A Shift State Space Model for LiDAR-Based Place Recognition AI summary
Jiehao Luo, Jintao Cheng, Qiuchi Xiang, Jin Wu, Rui Fan, Xieyuanli Chen, Xiaoyu Tang
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A Pin-Array Structured Climbing Robot for Stable Locomotion on Steep Rocky Terrain AI summary
Keita Nagaoka, Kentaro Uno, Kazuya Yoshida
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Using Non-Expert Data to Robustify Imitation Learning Via Offline Reinforcement Learning AI summary
Kevin Huang, Rosario Scalise, Cleah Winston, Ayush Agrawal, Yunchu Zhang, Rohan Baijal, Markus Grotz, Byron Boots, Benjamin Burchfiel, Hongkai Dai, Masha Itkina, Paarth Shah, Abhishek Gupta
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Right-Side-Out: Learning Zero-Shot Sim-To-Real Garment Reversal AI summary
Chang Yu, Siyu Ma, Wenxin Du, Zeshun Zong, Han Xue, Wendi Chen, Cewu Lu, Yin Yang, Xuchen Han, Joseph Masterjohn, Alejandro Castro, Chenfanfu Jiang
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Developing Vision-Language-Action Model from Egocentric Videos AI summary
Tomoya Yoshida, Shuhei Kurita, Taichi Nishimura, Shinsuke Mori
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How to Relieve Distribution Shifts in Semantic Segmentation for Off-Road Environments AI summary
Ji-Hoon Hwang, Daeyoung Kim, Hyung-Suk Yoon, Dong-Wook Kim, Seung-Woo Seo
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STLCG++: A Masking Approach for Differentiable Signal Temporal Logic Specification AI summary
Parv Kapoor, Kazuki Mizuta, Eunsuk Kang, Karen Leung
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DMTrack: Spatio-Temporal Multimodal Tracking Via Dual-Adapter AI summary
Weihong Li, Shaohua Dong, Haonan Lu, Yanhao Zhang, Heng Fan, Libo Zhang
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ST-DiffPlanner: A Safety-Enhanced Topology-Aware Diffusion Planner for Global Path Planning AI summary
Jiaquan Yan, Fang Zhao, Huiyu Yuan, Yushi Chen, Long Wang, Dan Luo, Haiyong Luo
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MemClaw-RAG: Memory-Driven Navigation and Adaptive Locomotion for Wheeled-Legged Robots in Dynamic Environments AI summary
Mingyi Li, Shubo Zhang, Chunle Gao, Kaixin Yang, Ying Li
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Event-based Motion & Appearance Fusion for 6D Object Pose Tracking AI summary
Zhichao Li, Chiara Bartolozzi, Lorenzo Natale, Arren Glover
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Quantization of DRL Models for Embedded Microcontrollers AI summary
Peter Bohm, Pauline Pounds, Peyman Moghadam, Archie Chapman, Jen Jen Chung
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Few-Shot Neural Differentiable Simulator: Real-To-Sim Rigid-Contact Modeling AI summary
Zhenhao Huang, Siyuan Luo, Bingyang Zhou, Ziqiu Zeng, Fan Shi
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Learning End-To-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation AI summary
Yu Cui, Yujian Zhang, Lina Tao, Yang Li, Xinyu Yi, Zhibin (Alex) Li
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Compose by Focus: Scene Graph-Based Atomic Skills AI summary
Han Qi, Changhe Chen, HENG YANG
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TacFlex: Multi-Mode Tactile Imprints Simulation for Visuotactile Sensors with Coating Patterns AI summary
Chaofan Zhang, Shaowei Cui, Jingyi Hu, Tianyu Jiang, Tiandong Zhang, Rui Wang, Shuo Wang
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SpReg: An Autonomous Image-To-Patient Registration Framework for Robotic Bronchoscopy AI summary
Dingpei Han, Tianqi Huang, Fang Chen,∗
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COBALT: Crowdsourcing Robot Learning Via Cloud-Based Teleoperation with Smartphones AI summary
Ayush Agarwal, Ansh Gandhi, Jeremy Collins, Omar Rayyan, Aryan Sarswat, Ranjani Koushik, Masoud Moghani, Ajay Uday Mandlekar, Animesh Garg
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Baseline Policy Adapting and Abstraction of Shared Autonomy for High-Level Robot Operations AI summary
Ehsan Yousefi, Mo Chen, Inna Sharf
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Online Pareto-Optimal Decision-Making for Complex Tasks Using Active Inference AI summary
Peter Amorese, Shohei Wakayama, Nisar Ahmed, Morteza Lahijanian
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TwinTrack: Bridging Vision and Contact Physics for Real-Time Tracking of Unknown Objects in Contact-Rich Scenes AI summary
Wen Yang, Zhixian Xie, Yiting Wang, Vamsi Sai Abhijit Tadepalli, Heni Ben Amor, Shan Lin, Wanxin Jin
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Geometry-Aided Vision-Based Localization of Future Mars Helicopters in Challenging Illumination Conditions AI summary
Dario Pisanti, Robert Hewitt, Roland Brockers, Georgios Georgakis
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Plug-And-Play Shape Matching Module for Zero-Shot Mesh-Free Grasp Refinement on Unknown Objects AI summary
Juyong Hong, Yeong Gwang Son, Seunghwan Um, Hyouk Ryeol Choi
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FRESHR-GSI: A Generalized Safety Model and Evaluation Framework for Mobile Robots in Multi-Human Environments AI summary
Pranav Kumar Pandey, Ramviyas Parasuraman, Prashant Doshi
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Active Tactile Exploration for Rigid Body Pose and Shape Estimation AI summary
Ethan Kroll Gordon, Bruke Baraki, Hien Bui, Michael Posa
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Prepare before You Act: Learning from Humans to Rearrange Initial States AI summary
Yinlong Dai, Andre Keyser, Dylan Losey
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PointSFDA: Source-Free Domain Adaptation for Point Cloud Completion AI summary
Xing He, Zhe Zhu, Liangliang Nan, Wenshuo Peng, Honghua Chen, Mingqiang Wei
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SldprtNet: A Large-Scale Multimodal Dataset for CAD Generation in Language-Driven 3D Design AI summary
Ruogu Li, Sikai Li, Yao Mu, Mingyu Ding
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Joint Flow Trajectory Optimization for Feasible Robot Motion Generation from Video Demonstrations AI summary
Xiaoxiang Dong, Matthew Johnson-Roberson, Weiming Zhi
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M2G-Net: Multimodal Mutual-Guidance Network for LiDAR Depth and Intensity Completion AI summary
Donghyun Choi, Sangmin Lee, Jee-Hwan Ryu
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Design of a Hydraulic-Driven Adaptive Gripper with a Novel Actuation Mechanism AI summary
Yonghwan Jeong, Jungyeong Kim, SangChul Han, Sungwoon Yoon, Sungho Lee, Sangshin Park, Jin Tak Kim, Jinhyeon Kim, Jungsan Cho
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