Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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Collaborative Learning of Local 3D Occupancy Prediction and Versatile Global Occupancy Mapping AI summary
Shanshuai Yuan, Julong Wei, Muer Tie, Xiangyun Ren, Zhongxue Gan, Wenchao Ding
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Reinforcement Fine-Tuning of Flow-Matching Policies for Vision-Language-Action Models AI summary
Mingyang Lv, Yinqian Sun, Erliang Lin, huangrui li, Ruolin Chen, Feifei Zhao, Yi Zeng
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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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Automated Straight-Line Sewing of Stretchable Fabrics with Different Lengths AI summary
Bingchen Jin, Akinari Kobayashi, Dipankar Bhattacharya, Akira Seino, Fuyuki Tokuda, Norman Tien, Kazuhiro Kosuge
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Event Spectroscopy: Event-based Multispectral and Depth Sensing using Structured Light AI summary
Christian Geckeler, Niklas Neugebauer, Manasi Muglikar, Davide Scaramuzza, Stefano Mintchev
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DA-MMP: Learning Coordinated and Accurate Throwing with Dynamics-Aware Motion Manifold Primitives AI summary
Chi Chu, Huazhe Xu
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OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI AI summary
Helong Huang, Christopher Edwin Mower, Guowei Huang, Sarthak Das, Magnus Dierking, guangyuan Luo, Kai Tan, xi Chen, Yehai Yang, Yingbing Chen, Yiming Zeng, Yinchuan Li, zhanpeng ZHANG, Shuang Wu, Yingxue Zhang, Weichao Qiu, Tongtong Cao, Mian Qin, Sajjad Pakdamansavoji, Yuecheng Liu, Yuzheng Zhuang, Guangjian Tian, Jianye Hao, Jun Wang, Haitham Bou Ammar, Xingyue Quan
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UrbanHuRo: A Two-Layer Human-Robot Collaboration Framework for the Joint Optimization of Heterogeneous Urban Services AI summary
Tonmoy Dey, Lin Jiang, Zheng Dong, Guang Wang
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D-CAT: Decoupled Cross-Attention Knowledge Transfer between Sensor Modalities for Unimodal Inference AI summary
Leen Daher, Zhaobo Wang, Malcolm Mielle
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Dream to Fly: Model-Based Reinforcement Learning for Vision-Based Drone Flight AI summary
Angel Romero, Ashwin Shenai, Ismail Geles, Elie Aljalbout, Davide Scaramuzza
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Sparse Variable Projection in Robotic Perception: Exploiting Separable Structure for Efficient Nonlinear Optimization AI summary
Alan Papalia, Nikolas Sanderson, Haoyu Han, HENG YANG, Hanumant Singh, Michael Everett
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Robot Cell Modeling Via Exploratory Robot Motions AI summary
Gaetano Meli, Niels Dehio
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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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Universal Trajectory Optimization Framework for Differential Drive Robot Class AI summary
Mengke Zhang, Nanhe Chen, Hu Wang, Qiu JianXiong, Zhichao Han, Qiuyu Ren, Chao Xu, Fei Gao, Yanjun Cao
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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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ExFMan: Rendering 3D Dynamic Humans with Hybrid Monocular Blurry Frames and Events AI summary
Kanghao Chen, Zeyu Wang, Lin Wang
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Find Anything Like Humans: Online Semantic Mapping and Coarse-To-Fine Navigation in Dynamic Environments AI summary
and verify the target before interaction.
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I-FailSense: Towards General Robotic Failure Detection with Vision-Language Models AI summary
Clémence Grislain, Hamed Rahimi, Olivier Sigaud, Mohamed Chetouani
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Kinematify: Open-Vocabulary Synthesis of High-DoF Articulated Objects AI summary
Jiawei Wang, Dingyou Wang, Jiaming Hu, Qixuan Zhang, Lan Xu, Jingyi Yu
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CMAR-search: Commonsense and Memory Augmented Reasoning for Object Search in Dynamic Interactive Environments AI summary
Kaiyao Liao, Qingfeng Li, Xinlei Zhang, Chen Chen, Qing Sun, Jianwei Niu
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DREAM: Domain-Aware Reasoning for Efficient Autonomous Underwater Monitoring AI summary
Zhenqi Wu, Abhinav Modi, Angelos Mavrogiannis, Kaustubh Joshi, Nikhil Chopra, Yiannis Aloimonos, Nare Karapetyan, Ioannis Rekleitis, Xiaomin Lin
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The Price Is Not Right: Neuro-Symbolic Methods Outperform VLAs on Structured Long-Horizon Manipulation Tasks with Significantly Lower Energy Consumption AI summary
Timothy R. Duggan, Pierrick Lorang, Hong Lu, Matthias Scheutz
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FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment AI summary
Sebastián Barbas Laina, Simon Boche, Sotiris Papatheodorou, Simon Schaefer, Jaehyung Jung, Helen Oleynikova, Stefan Leutenegger
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Autonomous Dental Surgery for Root Canal Treatment: Compensating for Robot-Patient Misalignment and File Deflection AI summary
Hao-Fang Cheng, Yi-Ching Ho, Cheng-Wei Chen
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MIMIC-D: Multi-Modal Imitation for MultI-Agent Coordination with Decentralized Diffusion Policies AI summary
Dayi, E Dong, Maulik Bhatt, Seoyeon Choi, Negar Mehr
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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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Soft Vortex Gripper for Dexterous Manipulation Using Hand-Like Robots AI summary
Luis Sentis, Senior and Ann Majewicz Fey, Senior
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Manual2Skill++: Connector-Aware General Robotic Assembly from Instruction Manuals Via Vision�Language Models AI summary
Chenrui Tie, Shengxiang Sun, Yudi Lin, Yanbo Wang, Zhongrui Li, Zhouhan Zhong, Jinxuan Zhu, Yiman Pang, Haonan Chen, Junting Chen, Ruihai Wu, Lin Shao
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How Well do Diffusion Policies Learn Kinematic Constraint Manifolds? AI summary
Lexi Foland, Thomas Cohn, Adam Wei, Nicholas Ezra Pfaff, Boyuan Chen, Russ Tedrake
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ERPoT: Effective and Reliable Pose Tracking for Mobile Robots Using Lightweight Polygon Maps AI summary
Haiming Gao, Qibo Qiu, Hongyan Liu, Dingkun Liang, Chaoqun Wang, Xuebo Zhang
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MOGS: Monocular Object-Guided Gaussian Splatting in Large Scenes AI summary
Shengkai Zhang, Yuhe Liu, Jianhua He, Xuedou Xiao, Mozi Chen, Kezhong Liu
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Behavior Cloning-Enhanced Deep Reinforcement Learning for Robot Navigation Via Dynamic Reward and Adaptive Replanning AI summary
Jianning Chi, fusheng li, Wenjun Zhang, Yongming Yang
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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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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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HiCrowd: Hierarchical Crowd Flow Alignment for Dense Human Environments AI summary
Yufei Zhu, Shih-Min Yang, Martin Magnusson, Allan Wang
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Hydrodynamics Regularization in Reinforcement Learning for Navigating Crowded Scenarios AI summary
Lai Pingrui, Pan Renjie, Yu Jiaqi, Yang Hua
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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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Fine-Grained Classification for Depth Estimation from Monocular Microscopy for Robotic Micromanipulation of Motile Cells AI summary
Yu Sun,∗and Zhuoran Zhang,,∗
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Real-Time Robotic Needle Insertion in Deformable and Moving Structure Using Learning-By-Example Method AI summary
Thuc Long Ha, Julien Bert, Hadrien Courtecuisse
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TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within a Joint Learning Framework AI summary
Guanfeng Tang, Zhiyuan Wu, Jiahang Li, Ping Zhong, Xieyuanli Chen, Huimin Lu, Rui Fan
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Tactile Memory for Continuous Policy Blending in Unified Force-Impedance Control AI summary
Robin Jeanne Kirschner,, Hamid Sadeghian, and Sami Haddadin
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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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Relevance for Human Robot Collaboration AI summary
Xiaotong Zhang, Dingcheng Huang, Kamal Youcef-Toumi
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GeoGS-SLAM: Online Monocular Reconstruction Using Gaussian Splatting with Geometric Priors AI summary
Ruilan Gao, Letian Jin, Yu Zhang
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Ventura: Adapting Image Diffusion Models for Unified Task Conditioned Navigation AI summary
Arthur Zhang, Xiangyun Meng, Luca Callari, Dong Ki Kim, Shayegan Omidshafiei, Joydeep Biswas, Ali-akbar Agha-mohammadi, Amirreza Shaban
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Efficient Real-World Benchmarking for Practical Fine-Grained Product Identification in Retail Robotics for Picking and Stock Taking AI summary
Jochen Lindermayr, Florian Jordan, Cagatay Odabasi, Werner Kraus, Richard Bormann, Marco F. Huber
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On Transient Release Dynamics in Robot Throwing: A Sliding Pivot Model AI summary
Yang Liu, Aude Billard
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AdaptPNP: Integrating Prehensile and Non-Prehensile Skills for Adaptive Robotic Manipulation AI summary
Jinxuan Zhu, Chenrui Tie, Xinyi Cao, Yuran Wang, Jingxiang Guo, Zixuan Chen, Haonan Chen, Junting Chen, Yangyu Xiao, Ruihai Wu, Lin Shao
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T2-Nav: Algebraic-Topology�Aware Temporal Graph Memory and Loop Detection for Zero-Shot Visual Navigation AI summary
Nguyen Duc Quang Anh, Pham Minh Duc, Minh Anh Nguyen, Duy Tung Doan, Tuan Dang
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VLM-E2E: Enhancing End-To-End Autonomous Driving with Multimodal Driver Attention Fusion AI summary
Pei Liu, Haipeng Liu, Haichao Liu, Xin LIU, Jinxin Ni, Jun Ma
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