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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2887 result(s) for “Deep Learning in Robotics and Automation” Page 11 of 58
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HEXAR: A Hierarchical Explainability Architecture for Robots AI summary
Tamlin Love, Ferran Gebellí, Pradip Pramanick, Antonio Andriella, Guillem Alenyà , Anaís Garrell, Raquel Ros, Silvia Rossi
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StereoAdapter: Adapting Stereo Depth Estimation to Underwater Scenes AI summary
Zhengri Wu, Yiran Wang, yu wen, Zeyu Zhang, Biao wu, Hao Tang
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Modular Acoustic Graph SLAM for Underwater Monitoring with Autonomous Underwater Vehicles AI summary
Marta Real, Pau Vial, Roger Pi, Narcis Palomeras, Marc Carreras
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M3Bench: Benchmarking Whole-Body Motion Generation for Mobile Manipulation in 3D Scenes AI summary
Zeyu Zhang, Sixu Yan, Muzhi Han, Zaijin Wang, Xinggang Wang, Song-Chun Zhu, Hangxin Liu
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A Modular, Wireless and Wearable Biosignal Acquisition Platform AI summary
Antonios Doukakis, Aikaterini Smyrli, Makis Livadas, Henrique De Melo Ribeiro, Shadiya Alingal Meethal, Mohamad Reza Shahabian Alashti, Gabriella Lakatos, Patrick Holthaus, Farshid Amirabdollahian
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Probability-Driven Gating for Resilient Multi-Modal Tracking in Robotic Systems AI summary
Huan Wang, Haomin Chen, Pengcheng Du, Pengju Si, Baofeng Ji, Yongming Yang
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DreamSea: Photorealistic 3D Underwater Terrain Generation by Latent Fractal Diffusion Models AI summary
Tianyi Zhang, Weiming Zhi, Joshua Mangelson, Matthew Johnson-Roberson
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A Natural Language Interface for Multi-Constraint Spatiotemporal Planning Via LLM-Parameterized Mixed-Integer Scheduling and A* AI summary
Sean Ye, Matthew Luebbers, Matthew Gombolay
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Energy-Based Injury Protection Database: Including Shearing Contact Thresholds for Hand and Finger Using Porcine Surrogates AI summary
Dirk M ̈uller, Nader Rajaei, Rainer Burgkart and Sami Haddadin
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FilMBot: A High-Speed Soft Parallel Robotic Micromanipulator AI summary
Jiangkun Yu, Houari Bettahar, Hakan Kandemir, Quan Zhou
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Manipulator Generative Design Optimization for Orchard Environments AI summary
Marcus Rosette, Tianhai Wang, James Burridge, Wei Guo, Joseph Davidson
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Navigating Narrow Spaces: A Comprehensive Framework for Agricultural Robots AI summary
Geesara Kulathunga, Abdurrahman Yilmaz, Zhuoling Huang, Ibrahim Hroob, Leonardo Guevara, Jaspreet Singh, Grzegorz Cielniak, Marc Hanheide
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On Robust Coordinated Compliant Control Design for Space Manipulators under Flexible and Uncertain Dynamics AI summary
Kostas Nanos, Evangelos Papadopoulos
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On the Conic Complementarity of Planar Contacts AI summary
Yann de Mont-Marin, Louis Montaut, martial hebert, Jean Ponce, Justin Carpentier
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ClearDepth: Efficient Stereo Perception of Transparent Objects for Robotic Manipulation AI summary
Kaixin Bai, Huajian Zeng, Lei Zhang, Yiwen Liu, Hongli Xu, Zhaopeng Chen, Jianwei Zhang
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Voice-Driven Assistance and Resistance Modulation in a Soft Hip Exosuit Using a Transformer-Based Speech Recognition Model AI summary
Enrica Tricomi, Daniel Lindner, Xiaohui Zhang, Luka Miskovic, Lorenzo Masia
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Embodied Stability in a Minimally-Actuated Soft Robot for Autonomous Exploration AI summary
Lior Salem, Adam Vichik, Amir Gat, Yizhar Or
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Hybrid Soft-Rigid Elbow Exosuit: Theory, Mechatronic Design, and Experimental Assessment AI summary
Ali KhalilianMotamed Bonab, Cristian Camardella, Antonio Frisoli, and Domenico Chiaradia
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InsSo3D: Inertial Navigation System and 3D Sonar SLAM for Turbid Environment Inspection AI summary
Simon Archieri, AHMET FATIH CINAR, Shu Pan, Scharff Willners Jonatan, Michele Grimaldi, Ignacio Carlucho, Yvan R. Petillot
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TeTRA-VPR: A Ternary Transformer Approach for Compact Visual Place Recognition AI summary
Oliver Edward Grainge, Michael J Milford, Indu Bodala, Sarvapali Ramchurn, Shoaib Ehsan
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SafeDMPs: Integrating Formal Safety with DMPs for Adaptive HRI AI summary
Pranav Tiwari, Soumyodipta Nath, Ravi Prakash
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Stream-To-Act: ROS 2 Native Token Streaming for Continuous Motion Execution of Vision-Language-Action Models AI summary
Dahyun Kim, Yunseong Jeon, Hongkyun Park, Jong-Chan Kim
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On Motion Blur and Deblurring in Visual Place Recognition AI summary
Timur Ismagilov, Bruno Ferrarini, Michael J Milford, Nguyen Tan Viet Tuyen, Sarvapali Ramchurn, Shoaib Ehsan
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GeoPF: Infusing Geometry into Potential Fields for Reactive Planning in Non-trivial Environments AI summary
Yuhe Gong, Riddhiman Laha, Luis Figueredo
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EC3R-SLAM: Efficient and Consistent Monocular Dense SLAM with Feed-Forward 3D Reconstruction AI summary
lingxiang hu, Naima Ait Oufroukh, Fabien Bonardi, Ghandour Raymond
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RCM Constraint-Consistent Dynamic Control in Surgical Robots AI summary
Yu Li, Hamid Sadeghian, Zewen Yang, Valentin Le Mesle, Sami Haddadin
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TreeLoc: 6-DoF LiDAR Global Localization in Forests Via Inter-Tree Geometric Matching AI summary
Minwoo Jung, Nived Chebrolu, Lucas Carvalho de Lima, Haedam Oh, Maurice Fallon, Ayoung Kim
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Simulation-Ready Tree: High-Quality Dynamic Tree Reconstruction from a Single RGB-D Sensor AI summary
Hao Jin, Mingxin JIAO, Haoran Xie, Shaojun Hu
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A Real-Time 6-DoF Posture Estimation Method for High-Speed 6-Axis Industrial Manipulator Control Using a 2D Laser Profiler AI summary
Tao Chen, Pei-Chun Lin
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SSQA: Sibling-Selective Quadtree Attention for Hierarchical Modeling in Perception Tasks AI summary
Yufan Chen, Arnav Bali, Angela Liu, Laura Zheng, Ming C. Lin
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Empirical Contact Models for Soft Spherical Robots in Drake AI summary
Micah Oevermann, Dhruv Datta, Dylan Hilburn, Derek Pravecek, Rishi Jangale, Aaron Villanueva, Robert Ambrose
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Model-Based Engineering Framework for Soft Continuum Robots AI summary
Linus Witucki, Jan Eike Rösler, Mike Barth
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GATO: GPU-Accelerated and Batched Trajectory Optimization for Scalable Edge Model Predictive Control AI summary
Alexander Du, Emre Adabag, Gabriel Bravo-Palacios, Brian Plancher
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Bio-Inspired Tail Oscillation Enables Fast Crawling on Deformable Granular Terrains AI summary
Shipeng Liu, Meghana Sagare, Shubham Patil, Feifei Qian
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LAD-VF: LLM-Automatic Differentiation Enables Fine-Tuning-Free Robot Planning from Formal Methods Feedback AI summary
Yunhao Yang, Junyuan Hong, Gabriel Jacob Perin, Zhiwen Fan, Li Yin, Zhangyang (Atlas) Wang, Ufuk Topcu
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Terrain-Aware Probabilistic Search Planning for Unmanned Aerial Vehicles AI summary
Nathan Schomer, Julie Adams
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CaLoRA-Stereo: Robust Stereo Endoscopic Depth Estimation Network Via Camera-Aware LoRA and Dual-View Geometry AI summary
Shixing Ma, Shuwei Shao, Zhaoxi Lin, xinzhe Du, Rui Song, Yibin Li, Max Q.-H. Meng, Zhe Min
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Swarm-ReID: Decentralized Self-Adaptive Gallery Construction for Multi-Robot Open-World Person Re-Identification AI summary
Marios Kaplanis, Miquel Kegeleirs, Lorenzo Garattoni, Mauro Birattari, Gianpiero Francesca
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A Parametric Wave-Structured 3-DoF Compliant Joint with Tunable Stiffness AI summary
Anjum Saeed, Mihai Dragusanu, Monica Malvezzi, Domenico Prattichizzo, Gionata Salvietti
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SpikeClouds: Streaming Spike-Based Processing of LiDAR for Fast and Efficient Object Detection AI summary
Michael Neumeier, Nael Fasfous, Bing Li, Axel von Arnim
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Robust Localization in Large-Scale Symmetric Environments through Dynamic Topological Mapping AI summary
Rafael Flor Rodríguez-Rabadán, Sergio Lafuente-Arroyo, Saturnino Maldonado-BascÃ3n, Carlos Gutiérrez Álvarez, Roberto J. LÃ3pez-Sastre
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PhotoAgent: A Robotic Photographer with Spatial and Aesthetic Understanding AI summary
to achieve one-shot success. (b) highlights three key capabilities.
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StereoMamba: Real-Time and Robust Intraoperative Stereo Disparity Estimation via Long-Range Spatial Dependencies AI summary
Xu Wang, Jialang Xu, Shuai Zhang, Baoru Huang, Danail Stoyanov, Evangelos Mazomenos
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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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Environment-Driven Online LiDAR-Camera Extrinsic Calibration AI summary
Zhiwei Huang, Jiaqi Li, Hongbo Zhao, Ping Zhong, Xiao Ma, Xiao-Hu Zhou, Wei Ye, Rui Fan
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MMD-OPT : Maximum Mean Discrepancy Based Sample Efficient Collision Risk Minimization for Autonomous Driving AI summary
Basant Sharma, Arun Kumar Singh
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User-Centric Object Navigation: A Benchmark with Integrated User Habits for Personalized Embodied Object Search AI summary
Hongcheng Wang, Jinyu Zhu, Hao Dong
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V-MORALS: Visual Morse Graph-Aided Estimation of Regions of Attraction in a Learned Latent Space AI summary
Faiz Aladin, Ashwin Balasubramanian, Lars Lindemann, Daniel Seita
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Efficient 3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning AI summary
Athanasios Bacharis, Konstantinos Polyzos, Henry J. Nelson, Georgios B. Giannakis, Nikos Papanikolopoulos
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MACE: Mixture-Of-Experts Accelerated Coordinate Encoding for Large-Scale Scene Localization and Rendering AI summary
Shengyu Gu, Ruicong Ye, Wanli Qiu, Handong Yao, Ruopeng Zhang, Xianliang Huang,∗
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