Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2887 result(s) for “Deep Learning in Robotics and Automation” Page 7 of 58
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NeuroVLA: Surgical Scenario-Aware Learning of Debulking Skills in Endoscopic Robotic Neurosurgery Via Vision-Language-Action Model AI summary
Tat Ming Danny Chan, Hongbin Liu, Renzhi Wang, and Hongliang Ren
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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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Deployment of an Aerial Multiagent System for Automated Task Execution in Large-Scale Underground Mining Environments AI summary
Niklas Dahlquist, Samuel Nordström, Nikolaos Stathoulopoulos, Björn Lindqvist, Akshit Saradagi, George Nikolakopoulos
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A Cyclic Adaptation-Generalization Framework with Uncertainty-Guided Self-Paced Learning for Long-Term Brain-Machine Interfaces AI summary
Jiyu Wei, Di Hong, Zhanjie Zhang, Dazhong Rong, Qinming He, Yueming Wang
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Feasibility-Guided Planning Over Multi-Specialized Locomotion Policies AI summary
Ying-Sheng Luo, Lu-Ching Wang, Hanjaya Mandala, Yu-Lun Chou, Guilherme Henrique Galelli Christmann, Yu-Chung Chen, Yung-Shun Chan, Chun-Yi Lee, Wei-Chao Chen
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Time-Division Multimodal Tactile Perception for Physical AI and Robotic Hands AI summary
Dohyung Kim, Kyun Kyu Kim, Junhyuk Bang, Seung Hwan Ko
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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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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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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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MoiréTac: A Dual-Mode Visuotactile Sensor for Multidimensional Perception Using Moiré Pattern Amplification AI summary
KIT-WA SOU, Junhao Gong, Shoujie Li, Chuqiao Lyu, Ziwu Song, Shilong Mu, Wenbo Ding
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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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TWISTED-RL: Hierarchical Skilled Agents for Knot-Tying without Human Demonstrations AI summary
Guy Freund, Tom Jurgenson, Matan Sudry, Erez Karpas
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PROFusion: Robust and Accurate Dense Reconstruction via Camera Pose Regression and Optimization AI summary
Siyan Dong, Zijun Wang, Lulu Cai, Yi Ma, Yanchao Yang
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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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Quantization of DRL Models for Embedded Microcontrollers AI summary
Peter Bohm, Pauline Pounds, Peyman Moghadam, Archie Chapman, Jen Jen Chung
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Riemannian Time Warping: Multiple Sequence Alignment in Curved Spaces AI summary
Julian Richter, Christopher Andrew Erdös, Christian Scheurer, Jochen J. Steil, Niels Dehio
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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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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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AnyThermal: Towards Learning Universal Representations for Thermal Perception AI summary
Parv Maheshwari, Jay Karhade, Yogesh Chawla, Isaiah Adu, Florian Heisen, Andrew Porco, Andrew Jong, Yifei Liu, Santosh Pitla, Sebastian Scherer, Wenshan Wang
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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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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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Hierarchical LLM-VLA-Controller Integration for Task Generalization AI summary
INHYUK CHOI, Sangmoon Lee
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GSWorld: Closed-Loop Photo-Realistic Simulation Suite for Robotic Manipulation AI summary
Guangqi Jiang, Haoran Chang, Ri-Zhao Qiu, Yutong Liang, Mazeyu Ji, Jiyue Zhu, Xueyan Zou, Zhao Dong, Xiaolong Wang
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Dexterity from Smart Lenses: Multi-Fingered Robot Manipulation with In-The-Wild Human Demonstrations AI summary
Irmak Guzey, Haozhi Qi, Julen Urain, Changhao Wang, Jessica Yin, Chaithanya Krishna Bodduluri, Mike Maroje Lambeta, Lerrel Pinto, Akshara Rai, Jitendra Malik, Tingfan Wu, Akash Sharma, Homanga Bharadhwaj
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Structure-Exploiting Sequential Quadratic Programming for Model-Predictive Control AI summary
Armand Jordana, Sebastien Kleff, Avadesh Meduri, Justin Carpentier, Nicolas Mansard, Ludovic Righetti
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GRU-Based Kalman Filtering for 3D Multi-Object Tracking AI summary
Zikang Yuan,, Xiaoxiang Wang, Jiaxin Liu, Miaojie Feng, Zhaoxing Zhang and Xin YangB
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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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Contrastive Auditory Knowledge Transfer for Tool-Mediated Robot Interaction with Granular Objects AI summary
Si Liu, Jindan Huang, Zhengyan Huan, Michael Hughes, Jivko Sinapov
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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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MarsLGPR: Mars Rover Localization with Ground Penetrating Radar AI summary
Anja Sheppard, Katherine Skinner
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Second Order Sliding Mode Control of Flying Wing Aircraft Based on Feedforward Neural Networks AI summary
Yuecheng Song, Zhenbao Liu, Junwei Han, jinbiao yuan, Wen Zhao, Qingqing Dang
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MARG: MAstering Risky Gap Terrains for Legged Robots with Elevation Mapping AI summary
YINZHAO DONG, Ji Ma, Liu Zhao, Wanyue Li, Peng Lu
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From Patient-Specific Digital Twin to Real-World Phantom: Autonomous Right Heart Catheterization AI summary
Yaxi Wang, Mengzhe Xu, Wenlong Gaozhang, Helge Arne Wurdemann
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Bridging the Sim-To-Real Gap with multipanda_ros2: A Real-Time ROS2 Framework for Multimanual Systems AI summary
Jon �kerlj, Seongjin Bien, Abdeldjallil Naceri, Sami Haddadin
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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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Real-Time Sit-To-Stand Phase Classification with a Mobile Assistive Robot from Close Proximity Utilizing 3D Visual Skeleton Recognition AI summary
Anas Mahdi, Zonghao Dong, Jonathan Feng-Shun Lin, Yue Hu, Yasuhisa Hirata, Katja Mombaur
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Autonomous UAV�Quadruped Docking in Complex Terrains Via Active Posture Alignment and Constraint-Aware Control AI summary
Haozhe Xu, Cheng Cheng, Hongrui Sang, Zhipeng Wang, Qiyong He, Xiuxian Li, Bin He
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BFMPF-Net: Bidirectional Frequency-Domain Modulation Progressive Fusion Network for Road Crack Segmentation AI summary
Wen Yang, Yingying Zheng, Hang Sun, Chao Liang, Lei Fang
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DINO-VO: A Feature-Based Visual Odometry Leveraging a Visual Foundation Model AI summary
Maulana Bisyir Azhari, David Hyunchul Shim
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Generative Predictive Control: Flow Matching Policies for Dynamic, Difficult-To-Demonstrate Tasks AI summary
Vincent Kurtz, Joel Burdick
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A Survey on Soft Robot Adaptability: Implementations, Applications, and Prospects AI summary
Zixi Chen, Di Wu, Qinghua Guan, David Hardman, Federico Renda, Josie Hughes, Thomas George Thuruthel, Cosimo Della Santina, Barbara Mazzolai, Huichan Zhao, Cesare Stefanini
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OpenIN: Open-Vocabulary Instance-Oriented Navigation in Dynamic Domestic Environments AI summary
Yujie Tang, Meiling Wang, Yinan Deng, Zibo Zheng, Jingchuan Deng, Sibo Zuo, Yufeng Yue
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Intelligent Mechanical Characterization of Date Fruits for Automated Harvesting Grippers AI summary
Shahd Shami, Obadah Wali, Eric Feron, Shinkyu Park, Syed Muhammad Alam
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UAV-SAR: Simultaneous Radar-Based Odometry and Synthetic-Array Sensing for Unmanned Aerial Vehicles AI summary
David Hunt, Shaocheng Luo, Samuel Rivera, Aarav Prakash, Cameron Morris, Tingjun Chen, Miroslav Pajic
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The One RING: A Robotic Indoor Navigation Generalist AI summary
Ainaz Eftekhar, Rose Hendrix, Luca Weihs, Jiafei Duan, Ege Caglar, Jordi Salvador, Alvaro Herrasti, Winson Han, Eli VanderBilt, Aniruddha Kembhavi, Ali Farhadi, Ranjay Krishna, kiana ehsani, Kuo-Hao Zeng
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Seeing Farther and Smarter: Value-Guided Multi-Path Reflection for VLM Policy Optimization AI summary
Yanting Yang, Shenyuan Gao, Qingwen Bu, Li Chen, Dimitris N. Metaxas
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Learning Agile Striker Skills for Humanoid Soccer Robots from Noisy Sensory Input AI summary
Zifan Xu, Myoungkyu Seo, Dongmyeong Lee, Hao Fu, Jiaheng Hu, Jiaxun Cui, Yuqian Jiang, Zhihan Wang, Anastasiia Brund, Joydeep Biswas, Peter Stone
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OCT Imaging for Pose Estimation and Feedback Control of an Articulated Magnetic Surgical Tool AI summary
Erik Fredin, Nirmal Pol, Anton Zaliznyi, Dmytro Fishman, Eric D. Diller, Lueder Alexander Kahrs
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Bandwidth-Efficient Multi-Agent Communication through Information Bottleneck and Vector Quantization AI summary
Ahmad Farooq, Kamran Iqbal
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