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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1602 result(s) for “Deep Learning Methods” Page 22 of 33
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ROOM-3D: Real-Time Unsupervised Online 3D Room Segmentation AI summary
Rafael Flor Rodríguez-Rabadán, Carlos Gutiérrez Álvarez, Alexis Bañuls-González, Sergio Lafuente-Arroyo, Saturnino Maldonado-BascÃ3n, Roberto J. LÃ3pez-Sastre
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SURE: Semi-Dense Uncertainty-REfined Feature Matching AI summary
Sicheng Li, Zaiwang Gu, Jie Zhang, Qing Guo, Xudong Jiang, Jun Cheng
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Toward Human-Like Assistance: Detecting Help-Seeking in Human�Robot Collaboration Via Implicit Signals AI summary
Ane San Martin∗, Ander Iriondo, Michael Hagenow, Julie Shah, Johan Kildal, and Elena Lazkano
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A High-Payload Wall-Climbing Robot Using Passive Bistable Suction Cups AI summary
Andrew Nguyen, Mingyuan Li, Daniel Bruder
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Bi-Adapt: Few-Shot Bimanual Adaptation for Novel Categories of 3D Objects Via Semantic Correspondence AI summary
Jinxian Zhou, Ruihai Wu, Yiwei Liu, Checheng Yu, Xunzhe Zhou, Yiwen Hou, Licheng Zhong, Lin Shao
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Flexible Trajectory Planning for Autonomous Vehicles Via Environmental Assessment in Extreme Scenarios AI summary
Xiang Li, Ke Lin, Xiaoqing Yang, Kejian Yan, Yanjie Li, Yunjiang Lou
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SPOT: Spatio-Temporal Trajectory Planning for UAVs in Unknown Dynamic Environments AI summary
Astik Srivastava, Bhanu Teja Bitla, Thomas J Chackenkulam, Antony Thomas, Madhava Krishna
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Active-Perceptive Language-Oriented Grasp Policy for Heavily Cluttered Scenes AI summary
Yixiang Dai, Siang Chen, Kaiqin Yang, Dingchang Hu, Pengwei Xie, Guosheng Li, Yuan Shen, Guijin Wang
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CollabVLA: Self-Reflective Vision-Language-Action Model Dreaming Together with Human AI summary
Nan Sun, Yongchang Li, Chenxu Wang, Bo Mao, Huiying Li, jiahe yao, kanghao li, Yifan zhang, Jian Liu, Guoying Zhang, Di Guo, Huaping Liu
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Energy-Aware Informative Path Planning for Heterogeneous Multi-Robot Systems AI summary
Aiman Munir, Ayan Dutta, Ramviyas Parasuraman
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EveryDayVLA: A Vision-Language-Action Model for Affordable Robotic Manipulation AI summary
Samarth Chopra, Alexander McMoil, Benjamin Carnovale, Evan Sokolson, Rajkumar Kubendran, Samuel Dickerson
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GARO: Geometry-Aware Redundancy Optimization for Real-Time and High-Fidelity Dynamic Gaussian Splatting AI summary
Huiwen Xue, Kaixing Zhao, Zuheng MING, Tingcheng Li
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GS-UVCE: Gaussian Splatting-Driven Unsupervised Visual Consistency Enhancement for Underwater 3D Scene Reconstruction AI summary
Xiang Li, Chi Li, Yiming Xu, Yan Zhuang
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HUNT: High-Speed UAV Navigation and Tracking in Unstructured Environments Via Instantaneous Relative Frames AI summary
Alessandro Saviolo, Jeffrey Mao, Giuseppe Loianno
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Robust LPV Modeling of Precision Motion Systems Via Edge-Theorem Verification AI summary
Yazan Al-Rawashdeh, Mohammad Al Janaideh
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Degradation-Aware LiDAR-Thermal-Inertial SLAM AI summary
Yu Wang, Yufeng Liu, Lingxu Chen, Haoyao Chen, Shiwu Zhang
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LUDO: Low-Latency Understanding of Deformable Objects Using Point Cloud Occupancy Functions AI summary
Pit Henrich, Franziska Mathis-Ullrich, Paul Maria Scheikl
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RUMI: Rummaging Using Mutual Information AI summary
Sheng Zhong, Nima Fazeli, Dmitry Berenson
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C-Free-Uniform: A Map-Conditioned Trajectory Sampler for Model Predictive Path Integral Control AI summary
Yukang Cao, Rahul Moorthy Mahesh, Oguzhan Goktug Poyrazoglu, Volkan Isler
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Hierarchical Planning for Vehicle Routing and Scheduling in Marsupial Robotic Systems AI summary
Donghyun Kim, Jinwhan Kim
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Semantically Consistent Language Gaussian Splatting for 3D Point-Level Open-Vocabulary Querying AI summary
Hairong Yin, Huangying Zhan, Yi Xu, Raymond Yeh
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Spectral Decomposition of Inverse Dynamics for Fast Exploration in Model-Based Manipulation AI summary
Solvin Sigurdson, Benjamin Riviere, Joel Burdick
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Throw Maneuver: Exact Trajectories for Invariant Target Hitting in Robotic Throwing AI summary
Sheng Cheng, Ziyin Han, Rong Wang, NAIRA HOVAKIMYAN
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Physically-Based Lighting Generation for Robotic Manipulation AI summary
Shutong Jin, Lezhong Wang, Ben Temming, Florian T. Pokorny
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Breaking the Static Assumption: A Dynamic-Aware LIO Framework Via Spatio-Temporal Normal Analysis AI summary
Zhiqiang Chen, Cedric Le Gentil, Fuling Lin, Minghao Lu, Qiyuan Qiao, Bowen Xu, Yuhua Qi, Peng Lu
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Consistency-Driven Confidence Estimation for Stereo Matching AI summary
SHUHENG LU, Zaiwang Gu, Xudong Jiang, Jun Cheng
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HITL-D: Human in the Loop Diffusion Assisted Shared Control AI summary
Riley Zilka, Sergey Khlynovskiy, Allie Wang, Martin Jagersand
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Omnidirectional Dual-Arm Aerial Manipulator with Proprioceptive Contact Localization for Landing on Slanted Roofs AI summary
Martijn B.J. Brummelhuis, Nathan F. Lepora, Salua Hamaza
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Onion-LO++: An Adaptive and Degradation Resistant Continuous-Time LiDAR Odometry AI summary
Xiaolong Cheng, Ye Sun, Keke Geng, Tianxiao Ma, Zhichao Liu
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Self-Wearing Adaptive Garments Via Soft Robotic Unfurling AI summary
Nam Gyun Kim, William Heap, Yimeng Qin, Elvy Yao, Jee-Hwan Ryu, Allison M. Okamura
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TCB-VIO: Tightly-Coupled Focal-Plane Binary-Enhanced Visual Inertial Odometry AI summary
Matthew Lisondra, Junseo Kim, Takashi Glenn Shimoda, Kourosh Zareinia, Sajad Saeedi
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Active Perception for Deformable Linear Objects Stiffness Estimation AI summary
Chengxiao Dong, Alessio Caporali, Hongyu Lan, Gianluca Palli
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Bridging Perception and Planning: Towards End-To-End Planning for Signal Temporal Logic Tasks AI summary
Bowen Ye, Junyue Huang, Yang Liu, Xiaozhen Qiao, Xiang Yin
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Exploring Vision-Language Models for Open-Vocabulary Zero-Shot Action Segmentation AI summary
Asim Unmesh, Ramesh Kaki, Rahul Jain, Mayank Patel, Karthik Ramani
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CG-THWM: Curriculum-Guided Temporal Haptic World Modeling for Peg-In-Hole Tasks AI summary
Xinli Zhong, Feng Han, Manya Xu, Mu Li, Daqiang Zhang, Jianwei Niu
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Proprioceptive Shape Estimation of Tensegrity Manipulators Using Energy Minimisation AI summary
Tufail Ahmad BHAT, Shuhei Ikemoto
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Toward Efficient and Robust Behavior Models for Multi-Agent Driving Simulation AI summary
Fabian Konstantinidis, Moritz Sackmann, Ulrich Franz Hofmann, Christoph Stiller
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Memory Efficient Point Cloud Registration Accelerator on FPGA AI summary
Chang Qiong, Dongqi Cai, Ran Dong, Junpei Zhong
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Practical and Performant Enhancements for Maximization of Algebraic Connectivity AI summary
Leonard Jung, Alan Papalia, Kevin Doherty, Michael Everett
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Robust and Real-Time Surface Normal Estimation from Stereo Disparities Using Affine Transformations AI summary
Muhammad Rafi Faisal, Csongor Csanád Karikó, Levente Hajder
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HINT-3D: Human-In-The-Loop Interactive Test-Time Adaptation for 3D Segmentation AI summary
Odei jamaleddine, Imad Elhajj, Daniel Asmar
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A Hyperspectral Imaging Guided Robotic Grasping System AI summary
Zheng SUN, Zhipeng Dong, Shixiong Wang, zhongyi chu, Fei Chen
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Agile Trajectory Planning and Large Obstacle Avoidance for Formation Flight Using a Virtual Core AI summary
Jingsen Zhang, Hou Biao, Rui Huang
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Reference-Free Sampling-Based Model Predictive Control AI summary
Fabian Schramm, Pierre Fabre, Nicolas Perrin-Gilbert, Justin Carpentier
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VERM: Leveraging Foundation Models to Create a Virtual Eye for Efficient 3D Robotic Manipulation AI summary
Yixiang Chen, Yan Huang, Keji He, Peiyan Li, Liang Wang
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REBot: Reflexive Evasion Robot for Instantaneous Dynamic Obstacle Avoidance AI summary
ZIHAO XU, Ce Hao, Chunzheng Wang, Kuankuan Sima, Fan Shi, Jin Song Dong
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CPBA-LIWO: Continuous-Time LiDAR-Inertial-Wheel Odometry Based on Probabilistic Bundle Adjustment AI summary
Song Wu, Yunzhou Zhang, Yuezhang Lv, Wu Li, Sizhan Wang, Su Yan, Hengwang Ding
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Kinodynamic Task and Motion Planning Using VLM-Guided and Interleaved Sampling AI summary
Minseo Kwon, Young J. Kim
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Moth: A Low-Cost IR-Based Approach towards Autonomous Precision Drone Landing AI summary
Yanchen Liu, Minghui Zhao, Kaiyuan Hou, Junxi Xia, Charles Carver, Stephen Xia, Xia Zhou, Xiaofan Jiang
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Real-Time Communication Relay Planning with a Low-Complexity Network Quality Prediction Model in Dynamic Indoor Missions AI summary
Jaemin Seo, Jongyun Kim, Seunghwan Kim, Changseung Kim, Woojae Shin, Hyondong Oh
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