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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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DepthVLA: Enhancing Vision-Language-Action Models with Depth-Aware Spatial Reasoning AI summary
Tianyuan Yuan, Yicheng Liu, Chenhao Lu, Zhuoguang Chen, TAO JIANG, Hang Zhao
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GauSem-SLAM: Gaussian Semantic Submaps with Loop Closure for Globally Consistent SLAM AI summary
Bowen Zhang, Yufan Liu, Lebin Liang, Dong Li, Mingrui Li, Xuanxuan Zhang
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SC-VLMaps: Depth-Free Visual�Language Mapping Via Scene Coordinate Regression AI summary
Nanda Febri Istighfarin, Baehoon Choi, HyungGi Jo
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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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USV with Interfacial Pumping for Efficient Microplastics Removal AI summary
Stephan Wagner, Yicong Fu, Sunghwan Jung, Kirstin Hagelskjaer Petersen
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ClustViT: Clustering-Based Token Merging for Semantic Segmentation AI summary
Fabio Montello, Ronja Güldenring, Lazaros Nalpantidis
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Switchable Neural Teleoperation AI summary
Jianglong Ye, Changwei Jing, Kezhou Chen, Keyi Wang, Sha Yi, Xueyan Zou, Xiaolong Wang
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Deformable Cluster Manipulation Via Whole-Arm Policy Learning AI summary
Jayadeep Jacob, Wenzheng Zhang, Houston Warren, Paulo Vinicius Koerich Borges, Fabio Ramos, Tirthankar Bandyopadhyay
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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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Learning Push-Grasp Synergy for Occluded Objects in Cluttered Environments AI summary
Ziang Li, Haorui Wu, Zhiqi Chen, Haozhe Zhang, Yuzhe Huang, Changshui Zhang
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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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Stowable Tape Spring Truss Leg for Robotic Mobility AI summary
Angelica Peña, Andrew Galassi, Hannah S. Stuart
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Safety-Critical Dynamic Motion Generation for Manipulators Using Differentiable Distance Fields in Configuration Space AI summary
Xuemin Chi, Jihao Huang, Yiming Li, Bolun Dai, Zhitao Liu, Sylvain Calinon
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Autonomous Block Assembly for Boom Cranes with Passive Joint Dynamics: Integrated Vision MPC Control AI summary
Gerald Ebmer, Minh Nhat Vu, Tobias Glück, Wolfgang Kemmetmueller
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Cuspidal Redundant Robots: Classification of Infinitely Many IKS of Special Classes of 7R Robots AI summary
Durgesh Haribhau Salunkhe, Sthithpragya Gupta, Aude Billard
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Learning to Anchor Visual Odometry: KAN-Based Pose Regression for Planetary Landing AI summary
Leizheng Shu
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OrthoSwarm: Orthoimagery Drone Swarms AI summary
Tuhao Zhao, Peng Yi, Haozhou Zhai, Tianjiang Hu
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BOSS: Benchmark for Observation Space Shift in Long-Horizon Task AI summary
Yue Yang, Linfeng Zhao, Mingyu Ding, Gedas Bertasius, Daniel J. Szafir
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DiffuDepGrasp: Diffusion-Based Depth Noise Modeling Empowers Sim-To-Real Robotic Grasping AI summary
Yingting Zhou, Wenbo Cui, Weiheng Liu, Guixing Chen, Haoran Li, Dongbin Zhao
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Energy-Based Kinematic Analysis on Magnetic Soft Continuum Robot with Asymmetric Magnetization AI summary
Junyeong Lee, Joowon Park, Sukho Park
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IDfRA: Self-Verification for Iterative Design in Robotic Assembly AI summary
Nishka Khendry, Christos Margadji, Sebastian William Pattinson
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Semantics-Aware Predictive Inspection Path Planning AI summary
Mihir Rahul Dharmadhikari, Kostas Alexis
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Adap-RPF: Adaptive Trajectory Sampling for Robot Person Following in Dynamic Crowded Environments AI summary
Weixi Situ, Hanjing Ye, Jianwei Peng, Yu Zhan, Hong Zhang
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Collaborative Human-Robot Object Transportation Using a Deformable Sheet AI summary
Weijian Zhang, Charlie Street, Masoumeh Mansouri
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Learning Robust Control Policies for Inverted Pose on Miniature Blimp Robots AI summary
Yuanlin Yang, Lin Hong, Fumin Zhang
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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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NavSpace: How Navigation Agents Follow Spatial Intelligence Instructions AI summary
Haolin Yang, Yuxing Long, Zhuoyuan Yu, Zihan Yang, Minghan Wang, Jiapeng Xu, Yihan Wang, Ziyan Yu, Wenzhe Cai, Lei Kang, Hao Dong
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Filament Sliding Linear Potentiometer-Based Data Glove (FLiPo) for Precisely Annotating Human Finger Poses AI summary
Zhisheng Xia, Haochen Yong, Qilong Liu, Zhenghao Ke, Han Ding, Zhigang Wu
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Global Planning for Object Navigation Via a Weighted Traveling Repairman Problem Formulation AI summary
Ruimeng Liu, Xinhang Xu, Shenghai Yuan, Lihua Xie
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Steerable High-Jumping Tensegrity Robot for Space Exploration AI summary
Jonathan Jacob Kolt Green, Dario Bozinovski, Fabian Tischhauser, Marco Hutter, Robert Lawrence Baines
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Automatic Lighthouse Calibration Using Conics for Indoor Robot Localization AI summary
Said Alvarado-Marin, Alexandre Abadie, Martina Balbi, Thomas Watteyne, Filip Maksimovic
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B$^2$F-Map: Crowd-Sourced Mapping with Bayesian B-Spline Fusion AI summary
Yiping Xie, Yuxuan Xia, Erik Stenborg, Junsheng Fu, Axel Beauvisage, Gabriel E. Garcia, Tianyu Wu, Gustaf Hendeby
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An Anatomy-Aware Shared Control Approach for Assisted Teleoperation of Lung Ultrasound Examinations AI summary
Davide Nardi, Edoardo Lamon, Daniele Fontanelli, Matteo Saveriano, Luigi Palopoli
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DANCeRS: A Distributed Algorithm for Negotiating Consensus in Robot Swarms with Gaussian Belief Propagation AI summary
Aalok Patwardhan, Andrew J Davison
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Dual Prompt-Driven Feature Encoding for Nighttime UAV Tracking AI summary
Yiheng Wang, Changhong Fu, Liangliang Yao, Haobo Zuo, Zijie Zhang
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InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning AI summary
Ji Zhang, Shihan Wu, Xu Luo, Hao Wu, Junlin Xie, Lianli Gao, Heng Tao Shen, Jingkuan Song
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Risk-Aware Routing for a Robot in a Shared Dynamic Environment AI summary
Elena Stracca, Giorgio Grioli, Lucia Pallottino, Paolo Salaris
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Gold Points Sniper: Self-guided Visual Reasoning in VLM for Fine-grained Action Understanding AI summary
Haodi Liu, Xinhang Yang, Kunda Yan, Sen Cui, Zeyu Zhang, Changshui Zhang
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Adaptive Dynamics Planning for Robot Navigation AI summary
Yuanjie Lu, Mingyang Mao, Linji Wang, Tong Xu, Xiaomin Lin, Xuesu Xiao
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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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Deep Sensorimotor Control by Imitating Predictive Models of Human Motion AI summary
Himanshu Gaurav Singh, Pieter Abbeel, Jitendra Malik, Antonio Loquercio
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Long-Term Human Motion Prediction Using Spatio-Temporal Maps of Dynamics AI summary
Yufei Zhu, Andrey Rudenko, Tomasz Piotr Kucner, Achim J. Lilienthal, Martin Magnusson
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Manifold-Constrained Hamilton-Jacobi Reachability Learning for Decentralized Multi-Agent Motion Planning AI summary
Qingyi Chen, Ruiqi Ni, Junyoung Kim, Ahmed H. Qureshi
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Reformulating AI-Based Multi-Object Relative State Estimation for Aleatoric Uncertainty-Based Outlier Rejection of Partial Measurements AI summary
Thomas Jantos, Giulio Delama, Stephan Weiss, Jan Steinbrener
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Do What You Say: Steering Vision-Language-Action Models Via Runtime Reasoning-Action Alignment Verification AI summary
Yilin Wu, Anqi Li, Tucker Hermans, Fabio Ramos, Andrea Bajcsy, Claudia Pérez-D'Arpino
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Controlling Deformable Objects with Non-Negligible Dynamics: A Shape-Regulation Approach to End-Point Positioning AI summary
Sebastien Tiburzio, Tomás Coleman, Daniel Feliu, Cosimo Della Santina
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TERDNet: Transformer Encoder-Recurrent Decoder Network for Scene Change Detection AI summary
Jiae Yoon, Ue-Hwan Kim
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Closed-Loop Trajectory Optimization of Deformable Linear Objects for Dynamic Motions AI summary
Marc Kilian Klankers, Jochen J. Steil
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Globally Optimal Data-Association-Free Landmark-Based Localization Using Semidefinite Relaxations AI summary
Vassili Korotkine, Mitchell Cohen, James Richard Forbes
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OASIS-DC: Generalizable Depth Completion Via Output-Level Alignment of Sparse-Integrated Monocular Pseudo Depth AI summary
Jaehyeon Cho, Jhonghyun An
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