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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1602 result(s) for “Deep Learning Methods” Page 31 of 33
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NSF-HRPT: Neural Semantic Field Meets Hierarchical Risk Perception Tree for Safety-Critical Scenario Assessment AI summary
Yu Zhao, Jiangyu Pan, Tao Hu, Ming Yin, Fan Yang, Jiangfan Liu, Xiubo Liang
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A Counterfactual Reasoning Framework for Fault Diagnosis in Robot Perception Systems AI summary
Haeyoon Han, Mahdi Taheri, Soon-Jo Chung, Fred Hadaegh
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Benchmarking and Experimental Validation of a Real-Time Multi-Robot Hybrid Coverage Algorithm for Known Environments AI summary
Lucas Wälti, Alcherio Martinoli
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SEF-MAP: Subspace-Decomposed Expert Fusion for Robust Multimodal HD Map Prediction AI summary
Haoxiang Fu, Lingfeng Zhang, Hao Li, Ruibing Hu, Zhengrong Li, Guanjing Liu, Zimu Tan, Long Chen, Hangjun Ye, Xiaoshuai Hao
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CDF-Glove: A Cable-Driven Force Feedback Glove for Dexterous Teleoperation AI summary
Huayue Liang, Ruochong Li, Yaodong Yang, Long Zeng, Yuanpei Chen and Xueqian Wang
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Customize-Your-Joy Hand: A User-Oriented, Cost-Effective 22-DOF Platform for Future Human-Robot Community AI summary
Jin Chai, Li Yanghong, Erbao Dong
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PKF: Probabilistic Data Association Kalman Filter for Multi-Object Tracking AI summary
Hanwen Cao, George J. Pappas, Nikolay Atanasov
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GAIA: Generating Task Instruction Aware Simulation Grounded in Real Contexts Using Vision-Language Models AI summary
Dogyu Ko, Chanyoung Yeo, Daeho Kim, Jaeho Kim, Hyoseok Hwang
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Task-Driven Co-Design of Mobile Manipulators AI summary
Raphael Schneider, Daniel Honerkamp, Tim Welschehold, Abhinav Valada
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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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NovaFlow: Zero-Shot Manipulation Via Actionable Flow from Generated Videos AI summary
Hongyu Li, Lingfeng Sun, Yafei Hu, Duy Ta, Jennifer Barry, George Konidaris, Jiahui Fu
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Safety-Critical and Distributed Nonlinear Predictive Controllers for Teams of Quadrupedal Robots AI summary
Basit Muhammad Imran, Jeeseop Kim, TAIZOON ALIASGAR CHUNAWALA, Alexander Leonessa, Kaveh Akbari Hamed
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IMPACT: Behavioral Intention-Aware Multimodal Trajectory Prediction with Adaptive Context Trimming AI summary
Jiawei Sun, Xibin Yue, Jiahui Li, Tianle Shen, Chengran Yuan, Shuo Sun, Sheng Guo, Quanyun Zhou, Marcelo H Ang Jr
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GPU-Accelerated Continuous-Time Successive Convexification for Contact-Implicit Legged Locomotion AI summary
Samuel Buckner, Purnanand Elango
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Octree Diffusion for Semantic Scene Generation and Completion AI summary
Xujia Zhang, Brendan Crowe, Christoffer Heckman
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Optimal Dexterity Path Planning for Robotic Manipulators Using Rapid Workspace Density Approximation AI summary
Nathaniel Osikowicz, John Cooper, Puneet Singla
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Relevance for Human Robot Collaboration AI summary
Xiaotong Zhang, Dingcheng Huang, Kamal Youcef-Toumi
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SailMAV: Water-Surface Locomotion and Biodiversity Monitoring AI summary
Andre Farinha, Luca Romanello, Raphael Zufferey, Jenna Louise Lawson, Sophie Franziska Armanini, Mirko Kovac
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SICNav-Diffusion: Safe and Interactive Crowd Navigation with Diffusion Trajectory Predictions AI summary
Sepehr Samavi, Anthony Jia-Hao Lem, Fumiaki Sato, Sirui Chen, Qiao Gu, Keijiro Yano, Angela P. Schoellig, Florian Shkurti
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Flow-Aided Flight through Dynamic Clutters from Point to Motion AI summary
Bowen Xu, Zexuan Yan, Minghao Lu, Xiyu Fan, Yi Luo, Youshen Lin, Zhiqiang Chen, Yeke Chen, Qiyuan Qiao, Peng Lu
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CoPlanner: An Interactive Motion Planner with Contingency-Aware Diffusion for Autonomous Driving AI summary
Ruiguo Zhong, Ruoyu Yao, Pei Liu, Xiaolong Chen, Rui Yang, Jun Ma
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Safe Payload Transfer with Ship-Mounted Cranes: A Robust Model Predictive Control Approach AI summary
Ersin Das, William A. Welch, Patrick Spieler, Keenan Albee, Aurelio Noca, Jeffrey Edlund, Jonathan Becktor, Thomas Touma, Jessica Todd, Sriramya Bhamidipati, Stella Kombo, Maira Saboia Da Silva, Anna Sabel, Grace Lim, Rohan Thakker, Amir Rahmani, Joel Burdick
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X-MOS: A Heterogeneous Cross-LiDAR Generalization Framework for Moving Object Segmentation AI summary
Minjae Lee, Ilhwan Ha, Sang-Min Choi, Gun-Woo Kim, Suwon Lee
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RoboEye: Enhancing 2D Robotic Object Identification with Selective 3D Geometric Keypoint Matching AI summary
Xingwu Zhang, Guanxuan Li, Zhuocheng Zhang, Zijun Long
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Few-Shot Transfer of Tool-Use Skills Using Human Demonstrations with Proximity and Tactile Sensing AI summary
Marina Y. Aoyama, Sethu Vijayakumar, Tetsuya Narita
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FlightDiffusion: Revolutionizing Autonomous Drone Training with Diffusion Model Generating FPV Video AI summary
Valerii Serpiva, Artem Lykov, Faryal Batool, Vladislav Kozlovskiy, Miguel Altamirano Cabrera, Dzmitry Tsetserukou
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Generalized Momenta-Based Koopman Formalism for Robust Control of Euler-Lagrangian Systems AI summary
Rajpal Singh, Aditya Singh, Chidre Shravista Kashyap, Jishnu Keshavan
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Human-Centered Development of Guide Dog Robots: Quiet and Stable Locomotion Control AI summary
Shangqun Yu, Hochul Hwang, Trung Dang, Joydeep Biswas, Nicholas Giudice, Sunghoon Ivan Lee, Donghyun Kim
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Real-Time Path-Reconfigurable Coverage Planning for Multi-UAV Missions Over Disjoint Areas AI summary
Cai Luo, Jintao Guo, Zixuan Liu, LEI LIU, Chunbo Luo
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ExFMan: Rendering 3D Dynamic Humans with Hybrid Monocular Blurry Frames and Events AI summary
Kanghao Chen, Zeyu Wang, Lin Wang
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Uncertainty-Aware Autonomous Vehicles: Predicting the Road Ahead AI summary
Shireen Kudukkil Manchingal, Armand Amaritei, Mihir Gohad, Maryam Sultana, Julian Francisco Pieter Kooij, Fabio Cuzzolin, Andrew Bradley
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Veila: Panoramic LiDAR Generation from a Monocular RGB Image AI summary
Youquan Liu, Lingdong Kong, Weidong Yang, Ao Liang, Jianxiong Gao, Yang Wu, Xiang Xu, Xin Li, Linfeng Li, Runnan Chen, Ben Fei
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GDP: Enhancing End-To-End Autonomous Driving with Goal-Driven Planner AI summary
Qiming Zhang, Yue Zhao, Yujian Wang, Wei Wang, Zetong Yang, Wei Xu, Yin Zhou, Jun Ma
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One-Policy-Fits-All: Geometry-Aware Action Latents for Cross-Embodiment Manipulation AI summary
Juncheng Mu, Sizhe Yang, Hojin Bae, Feiyu Jia, Qingwei Ben, Boyi Li, Huazhe Xu, Jiangmiao Pang
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Subsecond 3D Mesh Generation for Robot Manipulation AI summary
Qian Wang, Omar Abdellall, Tony Gao, Xiatao Sun, Daniel Rakita
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Vision-Based Panoptic Occupancy Prediction in Urban Environments AI summary
Rodrigo Marcuzzi, Lucas Nunes, Elias Ariel Marks, Xingguang Zhong, Jens Behley, Cyrill Stachniss
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VLA-Reasoner: Empowering Vision-Language-Action Models with Reasoning Via Online Monte Carlo Tree Search AI summary
[email protected], [email protected]
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Gaze-Guided Robotic Vascular Ultrasound Leveraging Human Intention Estimation AI summary
Yuan Bi, Yang Su, Nassir Navab, Zhongliang Jiang
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Real-Time Motion Segmentation with Event-Based Normal Flow AI summary
Sheng Zhong, Zhongyang Ren, Xiya Zhu, Dehao Yuan, Cornelia Fermuller, Yi Zhou
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RoA-Planner: Rotatable Area-Based Path Planner in Dense Spaces AI summary
Hyouk Ryeol Choi, Yeongwoo Son, Hyunyong Lee, Hansol Kang, Ji Man Park, SeongWon Nam, JaeYoung Oh, Bumsu Yi, Junha Song, SooYeon Choi, Bogeun Kim, daegeun song
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SurgVidLM: Towards Multi-Grained Video Understanding with Large Language Model in Robot-Assisted Surgery AI summary
Junjun He, Yiming Huang, Nicolas Padoy, Zhen Lei, Hongbin Liu, Nassir Navab and Hongliang Ren
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Real-Time BEVFormer: Fast Transformer-Based BEV Perception Network on Edge Device AI summary
Juyoung Yang, Seoha Baek, Eunbin Seo, Wonseok Jeon, Doyeon Kim, Jongsun Kim, Heeyeon Nah
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CEDex: Cross-Embodiment Dexterous Grasp Generation at Scale from Human-Like Contact Representations AI summary
Zhiyuan Wu, Rolandos Alexandros Potamias, Xuyang Zhang, Zhongqun Zhang, Jiankang Deng, SHAN LUO
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IntuFly: Intuitive Continuous Hand�Gaze Control for UAVs AI summary
Junsheng Xu, Ke Ma, Xinde Li, Chengxiang Yu, Zeyu Zhang, Zhentong Zhang
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SG-Reg: Generalizable and Efficient Scene Graph Registration AI summary
Chuhao Liu, Zhijian Qiao, Jieqi Shi, Ke WANG, Peize LIU, Shaojie Shen
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Passive Multi-Task Compliance Control with Strict Priority through Energy Tanks AI summary
Erling Tveter, Bjørn Kåre Sæbø, Christian Ott, Kristin Y. Pettersen, Jan Tommy Gravdahl
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PSALM-V: Automating Symbolic Planning in Interactive Visual Environments with Large Language Models AI summary
Wang Bill Zhu, Miaosen Chai, Ishika Singh, Robin Jia, Jesse Thomason
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Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation AI summary
Xiangyi Wei, Haotian Zhang, Xinyi Cao, Siyu Xie, Weifeng Ge, Yang Li, Changbo Wang
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SFCo-Nav: Efficient Zero-Shot Visual Language Navigation Via Collaboration of Slow LLM and Fast Attributed Graph Alignment AI summary
Chaoran Xiong, Litao Wei, Xinhao Hu, Kehui Ma, Ziyi Xia, Zixin Jiang, Zhen Sun, Ling Pei
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Dynamic Robotic Cloth Folding with Efficient Koopman Operator-Based Model Predictive Control AI summary
Edoardo Caldarelli, Franco Coltraro, Adri`a Colom ́e, Lorenzo Rosasco, , and Carme Torras
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