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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1602 result(s) for “Deep Learning Methods” Page 3 of 33
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Touch with Insight: Physics-Aware Data-Driven Learning for EIT-Based Tactile Sensing AI summary
Kiyanoush Nazari, Yunqi Huang, David Hardman, Fumiya Iida, Thomas George Thuruthel
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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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KISS-IMU: Self-Supervised Inertial Odometry with Motion-Balanced Learning and Uncertainty-Aware Inference AI summary
Jiwon Choi, Hogyun Kim, Geonmo Yang, Juhui Lee, Younggun Cho
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Tactile Recognition of Both Shapes and Materials with Automatic Feature Optimization-Enabled Meta Learning AI summary
Hongliang Zhao, Wenhui Yang, Yang Chen, Zhuorui Wang, Baiheng Liu, Longhui Qin
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Cooperative-Competitive Team Play of Real-World Craft Robots AI summary
Rui Zhao, Xihui Li, Yizheng Zhang, Yuzhen Liu, Zhong Zhang, Yufeng Zhang, Cheng Zhou, Zhengyou Zhang, Lei Han
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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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Manipulating Elasto-Plastic Objects with 3D Occupancy and Learning-Based Predictive Control AI summary
Zhen ZHANG, Xiangyu CHU, Yunxi TANG, Lulu ZHAO, Jing HUANG, Zhongliang Jiang, K. W. Samuel Au
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DRL-SFM: Learning Social Navigation from Costmaps and Social Forces for Mobile Robots and Intelligent Wheelchairs AI summary
Matthias Kalenberg, Kilian Gerhard Probst, Andreas Gründer, Christopher May, Jonas Walter, Jörg Franke
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Aleatoric Uncertainty from AI-Based 6D Object Pose Predictors for Object-Relative State Estimation AI summary
Thomas Jantos, Stephan Weiss, Jan Steinbrener
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TreeIRL: Safe Urban Driving with Tree Search and Inverse Reinforcement Learning AI summary
Momchil Tomov, Sang Uk Lee, Hansford Hendargo, Jinwook Huh, Teawon Han, Forbes Howington, Rafael Rodrigues da Silva, Gianmarco Bernasconi, Marc Heim, Samuel Findler, Xiaonan Ji, Alexander Boule, Michael Napoli, Kuo Chen, Jesse Miller, Boaz Cornelis Floor, Yunqing Hu
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Grasp Independent Indirect Tool Force Estimation using Vision-based Tactile Sensors AI summary
LUCHEN LI, Thomas George Thuruthel
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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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Motion Manifold Flow Primitives for Task-Conditioned Trajectory Generation under Complex Task-Motion Dependencies AI summary
Yonghyeon Lee, Byeongho Lee, Seungyeon Kim, Frank Park
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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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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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ConTact: Contrastive Tactile Alignment for Sim-To-Real Robotic Manipulation AI summary
Yanlin Lai, YINZHAO DONG, Chun Yuan, Cheng Zhou
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MADR: MPC-Guided Adversarial Deepreach AI summary
Ryan Teoh, Sander Tonkens, William Sharpless, Aijia Yang, Zeyuan Feng, Somil Bansal, Sylvia Herbert
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ROVER - a Multi-Season Dataset for Visual SLAM AI summary
Fabian Schmidt, Julian Daubermann, Marcel Mitschke, Constantin Blessing, Stephan Meyer, Markus Enzweiler, Abhinav Valada
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Class-Guided Network with Rare-Class Amplification for Sea State Estimation Based on Ship Motion Data AI summary
Wei Xia, Kexin Wang, Weiwei Tian, Xiufeng Liu, Fan Shi, Xu Cheng
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Healthcare Robots for Photorejuvenation-Based Cosmetic Services AI summary
Anqing Duan, Wanli Liuchen, Domingo Gomez, Muhammmad Muddassir, David Navarro-Alarcon
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SHeRLoc: Synchronized Heterogeneous Radar Place Recognition for Cross-Modal Localization AI summary
Hanjun Kim, Minwoo Jung, Wooseong Yang, Ayoung Kim
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A Dual-Channel Framework for Blind Perceptual Quality Assessment in Bilateral Teleoperation AI summary
Zican Wang, Xiao Xu, Zhi Jin, Dong Yang, Eckehard Steinbach
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Sketch2CAD: Generative Adversarial Network for Automated Conversion of Hand-Drawn Sketches to Parametric CAD Models AI summary
Xiaogang Wang, Liu YunCong, Yu Zhang
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ForestVO: Enhancing Visual Odometry in Forest Environments through ForestGlue AI summary
Thomas Pritchard, Saifullah Ijaz, Ronald Clark, Basaran Bahadir Kocer
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MV3D: Multi-View 3D Reconstruction of Objects Using Forward-Looking Sonar AI summary
Nael Jaber, Bilal Wehbe, Leif Christensen, Frank Kirchner
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Knowledge-Guided Graph Convolutional Network for Multi-Label Image Classification AI summary
Christine Dewi, Dhananjay Thiruvady, Stephen Abednego Philemon, Nayyar Zaidi
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Shear-Based Grasp Control for Multi-Fingered Underactuated Tactile Robotic Hands AI summary
Christopher Ford, Haoran Li, Manuel Giuseppe Catalano, Matteo Bianchi, Efi Psomopoulou, Nathan Lepora
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VOCALoco: Viability-Optimized Cost-Aware Adaptive Locomotion AI summary
Stanley Wu, Mohamad Hosein Danesh, Simon Li, Hanna Yurchyk, Amin Abyaneh, Anas El Houssaini, David Paul Meger, Hsiu-Chin Lin
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FlightBench: Benchmarking Learning-Based Methods for Ego-Vision-Based Quadrotors Navigation AI summary
Shu'ang Yu, Chao Yu, Feng Gao, Yi Wu, Yu Wang
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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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SE(3)-PoseFlow: Estimating 6D Pose Distributions for Uncertainty-Aware Robotic Manipulation AI summary
Yufeng Jin, Niklas Wilhelm Funk, Vignesh Prasad, Zechu Li, Mathias Franzius, Jan Peters, Georgia Chalvatzaki
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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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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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Enhancing Classical Motion Planners Using RL with Safety Guarantees AI summary
Elias Goldsztejn, Ronen Brafman
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TORM: Transparent Objects Reconstruction and Manipulation with Multi-View Segmentation AI summary
Qiyuan Qiao, Fuling Lin, Huibin Zhao, Bowen Xu, Zhiqiang Chen, Dong Xu, Peng Lu
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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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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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TinyVPR: Distilling Correct and Confusing Knowledge for Lightweight Visual Place Recognition AI summary
Zhuochen Yang, Runheng Zuo, Xu Yang, Runjiang Dou, Zhe Wang, Liyuan Liu, Shuangming Yu
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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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Direct Contact-Tolerant Motion Planning with Vision Language Models AI summary
He Li, Jian Sun, Chengyang Li, Guoliang Li, Qiyu Ruan, Shuai Wang,, and Chengzhong Xu
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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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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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VDS-Nav: Volumetric Depth-Based Safe Navigation for Aerial Robots�Bridging the Sim-To-Real Gap AI summary
Van Huyen Dang, Adrian Redder, Huy Pham, Andriy Sarabakha, Erdal Kayacan
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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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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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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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