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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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MoE-Powered Fast VLMs Via Curriculum Learning-Based Knowledge Distillation: Taming Regular and Corner Cases in Autonomous Driving AI summary
Xue Zhao, Zhou Fang
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History-Aware Visuomotor Policy Learning Via Point Tracking AI summary
Jingjing Chen, Hongjie Fang, Chenxi Wang, Shiquan Wang, Cewu Lu
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Learning Generalizable Robot Policy with Human Demonstration Video as a Prompt AI summary
Xiang Zhu, Yichen Liu, Hezhong Li, Jianyu Chen
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Learning Humanoid Arm Motion Via Centroidal Momentum Regularized Multi-Agent Reinforcement Learning AI summary
Ho Jae Lee, Se Hwan Jeon, Sangbae Kim
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PPF: Pre-Training and Preservative Fine-Tuning of Humanoid Locomotion Via Model-Assumption-Based Regularization AI summary
Hyunyoung Jung, Zhaoyuan Gu, Ye Zhao, Hae-Won Park, Sehoon Ha
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RealTraj: Towards Real-World Pedestrian Trajectory Forecasting AI summary
Ryo Fujii, Hideo Saito, Ryo Hachiuma
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Tactile-Driven Dexterous In-Hand Writing Via Extrinsic Contact Sensing AI summary
Can Zhao, Lingzi Xie, Bidan Huang, Shuai WANG, Daolin Ma
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Collaborative Quadruped Transportation in 3D Terrain with Constrained Diffusion AI summary
Williard Joshua Jose, Li Chen, Hao Zhang
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Feedback Matters: Augmenting Autonomous Dissection with Visual and Topological Feedback AI summary
Chung-Pang Wang, Changwei Chen, Xiao Liang, Soofiyan Atar, Florian Richter, Michael C. Yip
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In-The-Wild Compliant Manipulation with UMI-FT AI summary
Hojung Choi, Yifan Hou, Chuer Pan, Seongheon Hong, Austin Patel, Xiaomeng Xu, Mark Cutkosky, Shuran Song
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Tightly-Coupled Dynamic Object Tracking and RGB-D Inertial Odometry Estimation with Dual Quadrics AI summary
Toyozo Shimada, Kenji Koide, Aoki Takanose, Shuji Oishi, Masashi Yokozuka, and Jun Miura
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Unified Humanoid Fall-Safety Policy from a Few Demonstrations AI summary
Zhengjie Xu, Ye Li, Kwan-Yee Lin, Stella Yu
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A Unilateral Active Knee Exoskeleton to Assist Individuals with Hemiparesis - a Pilot Study AI summary
and Nicola Vitiello
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Guiding Vector Field Generation Via Score-Based Diffusion Model AI summary
Zirui Chen, shiliang guo, Shiyu Zhao
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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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Dexterous Planar Pushing under Uncertain Object Properties: A Contact-Aware Goal-Oriented Approach AI summary
Yongseok Lee, Keehoon Kim
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LLM-Guided Task and Affordance-Level Exploration in Reinforcement Learning AI summary
Jelle Douwe Luijkx, RUNYU MA, Zlatan Ajanovic, Jens Kober
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A Semantic and Occlusion-Aware GM-PHD Filter AI summary
Jovan Menezes, Mark Campbell
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Depth Completion in Unseen Field Robotics Environments Using Extremely Sparse Depth Measurements AI summary
Marco Job, Thomas Stastny, Eleni Kelasidi, Roland Siegwart, Michael Pantic
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Real-Time and Accurate Collision-Free Teleoperation Via Differentiable Constraint-Based Trajectory Planning AI summary
Max Grobbel , Tristan Schneider , Daniel Fl ̈ogel, S ̈oren Hohmann
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High-Quality Sparse-View Gaussian Splatting without Ground-Truth Camera Poses AI summary
Chun Her Lim, Yingnan Guo, Wen Yang, Yu Zhang
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Neural Internal Model Control: Learning a Robust Control Policy Via Predictive Error Feedback AI summary
Feng Gao, Chao Yu, Yu Wang, Yi Wu
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Robots That Redesign Themselves through Kinematic Self-Destruction AI summary
Chen Yu, Sam Kriegman
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Event-Frame-Inertial Odometry Using Point and Line Features Based on Coarse-To-Fine Motion Compensation AI summary
Byeongpil Choi, Hanyeol Lee, Chan Gook Park
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FilMBot: A High-Speed Soft Parallel Robotic Micromanipulator AI summary
Jiangkun Yu, Houari Bettahar, Hakan Kandemir, Quan Zhou
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Hierarchical Reactive Grasping Via Task-Space Velocity Fields and Joint-Space Quadratic Programming AI summary
Yonghyeon Lee, Tzu-Yuan Lin, Alexander Alexiev, Sangbae Kim
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On the Computation of Sensitivity Tubes AI summary
Andrea Pupa, Tommaso Belvedere, Cristian Secchi, Paolo Robuffo Giordano
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Scalar-Measurement Attitude Estimation on SO(3) with Bias Compensation AI summary
Alessandro Melis, Tarek Bouazza, Hassan Alnahhal, Sifeddine Benahmed, Soulaimane Berkane, Tarek Hamel
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Stein Variational Ergodic Surface Coverage with SE(3) Constraints AI summary
Jiayun Li, Yufeng Jin, Sangli Teng, Dejian Gong, Georgia Chalvatzaki
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TCS Jumper: A Bio-Inspired Jumping Robot Featuring High Energy Density Via Synergistic Deformation AI summary
and ZhengGuo Su
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The Folding Hand: Anthropomorphic Robotic Hands with a Compact Reconfigurable Humanoid Palm Design AI summary
Qiujie Lu, Jiehan Zou, Zhongxue Gan
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Visual Category-Guided One-Shot Open Affordance Grounding AI summary
Yangfan Wang, Hongyang Yu, Xiying Li
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Adaptive Motion Priors with Constrained Optimization AI summary
Tuchapong Sangthaworn, Bawornsak Sakulkueakulsuk
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From Passive Monitoring to Active Defense: Resilient Control of Manipulators under Cyberattacks AI summary
Gabriele Gualandi, Alessandro Vittorio Papadopoulos
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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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NaviTrace: Evaluating Embodied Navigation of Vision-Language Models AI summary
Tim Windecker, Manthan Patel, Moritz Reuss, Richard Schwarzkopf, Cesar Cadena, Rudolf Lioutikov, Marco Hutter, Jonas Frey
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Viewpoint-Agnostic Manipulation Policies with Strategic Vantage Selection AI summary
Sreevishakh Vasudevan Nampoothiri, Som Sagar, Ransalu Senanayake
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BlurPoint: Efficient Motion Blur Aware Student-Teacher Local Feature Learning AI summary
Wenting Wang, Zhenjun Zhao, Jiaxin Guo, Yunhui Liu, Charlie C.L. Wang, Yeung Yam
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Robotic Dexterous Manipulation Via Anisotropic Friction Modulation Using Passive Rollers AI summary
Ethan Fisk, Taeyoon Lee, Shenli Yuan
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GMM-LIO: Adaptive and Robust LiDAR-Inertial Odometry with Gaussian Mixture Model Voxel Map AI summary
Zishun Deng, Can Li, Wanbiao Lin, Lei Sun
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Tightly Coupled SLAM with Imprecise Architectural Plans AI summary
Muhammad Shaheer, Jose Andres Millan Romera, Hriday Bavle, Marco Giberna, Jose Luis Sanchez-Lopez, Javier Civera, Holger Voos
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Voice-Driven Assistance and Resistance Modulation in a Soft Hip Exosuit Using a Transformer-Based Speech Recognition Model AI summary
Enrica Tricomi, Daniel Lindner, Xiaohui Zhang, Luka Miskovic, Lorenzo Masia
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Fabric Dynamic Motion Modeling and Collision Avoidance with Oriented Bounding Box AI summary
Letian Li, Fuyuki Tokuda, Akira Seino, Akinari Kobayashi, Norman Tien, Kazuhiro Kosuge
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A Comprehensive Analysis of the Effects of Network Quality of Service on Robotic Telesurgery AI summary
Zhaomeng Zhang, Seyed HamidReza Roodabeh, Homa Alemzadeh
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Behavior-Controllable Stable Dynamics Models on Riemannian Configuration Manifolds AI summary
Byeongho Lee, Yonghyeon Lee, Junsu Ha, Frank Park
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MonoTher-Depth: Enhancing Thermal Depth Estimation Via Confidence-Aware Distillation AI summary
Xingxing Zuo, Nikhil Ranganathan, Connor Lee, Georgia Gkioxari, Soon-Jo Chung
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PAPL-SLAM: Principal Axis-Anchored Monocular Point-Line SLAM AI summary
Guanghao Li, Yu Cao, Qi Chen, Xin Gao, Yifan Yang, Jian Pu
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EC3R-SLAM: Efficient and Consistent Monocular Dense SLAM with Feed-Forward 3D Reconstruction AI summary
lingxiang hu, Naima Ait Oufroukh, Fabien Bonardi, Ghandour Raymond
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Struct-Loc: Confidence-Aware Structural Localization Via Hierarchical Point Cloud Registration AI summary
Csaba Máté Józsa, Attila Bóta, Krisztián Zsolt Varga, Ferenc Kovács
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Drifting in the Future: Stabilizing Path Following Drifting on High-Latency Vehicle Systems AI summary
Frederik Werner, Till Heintzenberg, Markus lienkamp, Johannes Betz
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