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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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550 result(s) for “Semantic Scene Understanding” Page 7 of 11
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Mobile Manipulation Instruction Generation from Multiple Images with Automatic Metric Enhancement AI summary
Kei Katsumata, Motonari Kambara, Daichi Yashima, Ryosuke Korekata, Komei Sugiura
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The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning AI summary
Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Chris Xiaoxuan Lu, Oisin Mac Aodha
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PAGTM: Position and Attention-Guided Token Merging for Efficient Visual Place Recognition AI summary
Hongchan Cho, Youngjo Lee, Jinwoo Jang, Seunghan Yu, Euntai Kim
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DriveSafe: A Framework for Risk Detection and Safety Suggestions in Driving Scenarios AI summary
Sainithin Artham, Shankar Gangisetty, Avijit Dasgupta, C.V. Jawahar
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Training Humans to Teach Robots: Large and Lasting Skill Gains AI summary
Yuqing Zhu, Endong Sun, Matthew Howard
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Flow-Enabled Generalization to Human Demonstrations in Few-Shot Imitation Learning AI summary
Runze Tang, Penny Sweetser
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Exploiting Vulnerabilities: Universal Adversarial Attacks on Vision-Language-Action Models in Robotics AI summary
Songhua Yang, Ziyu Liu, Yuanwei Liu, Xuetao Li, Xuanye Fei, He Huang, Zheng WANG, Miao Li
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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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Language Conditioning Improves Accuracy of Aircraft Goal Prediction in Non-Towered Airspace AI summary
Sundhar Vinodh Sangeetha, Chih-Yuan Chiu, Sarah H.Q. Li, Shreyas Kousik
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Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and Tracking AI summary
Bastian Pätzold, Jan Nogga, Sven Behnke
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Multimodal Diffusion Forcing for Forceful Manipulation AI summary
Zixuan Huang, Huaidian Hou, Dmitry Berenson
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MRASfM: Multi-Camera Reconstruction and Aggregation through Structure-From-Motion in Driving Scenes AI summary
Lingfeng Xuan, Chang Nie, Yiqing Xu, Yanzi Miao, Hesheng Wang
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Bi3: A Biplatform, Bicultural, Biperson Dataset for Social Robot Navigation AI summary
Andrew Stratton, Phani Teja Singamaneni, Pranav Goyal, Rachid Alami, Christoforos Mavrogiannis
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Affordance RAG: Hierarchical Multimodal Retrieval with Affordance-Aware Embodied Memory for Mobile Manipulation AI summary
Ryosuke Korekata, Quanting Xie, Yonatan Bisk, Komei Sugiura
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DISCO: Language-Guided Manipulation with Diffusion Policies and Constrained Inpainting AI summary
Ce Hao, Kelvin Lin, Zhiwei Xue, Siyuan Luo, Harold Soh
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Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning AI summary
Aditya Narendra, Mukhammadrizo Maribjonov, Dmitry Makarov, Dmitry Yudin, Aleksandr Panov
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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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EgoFSD: Ego-Centric Fully Sparse Paradigm with Uncertainty Denoising and Iterative Refinement for End-To-End Self-Driving AI summary
Haisheng Su, Wei Wu, Zhenjie Yang, Isabel Guan
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PDLNet: Learning Point Cloud Distortion for Unsupervised Cross-Domain Point Cloud Segmentation in Adverse Weather AI summary
Shuhua Dong, Minxian Li, Haofeng Zhang
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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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Point Cloud-Based Grasping for Soft Hand Exoskeleton AI summary
Chen Hu, Enrica Tricomi, Eojin Rho, Daekyum Kim, Lorenzo Masia, SHAN LUO, Letizia Gionfrida
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DynoSAM: Open-Source Smoothing and Mapping Framework for Dynamic SLAM AI summary
Jesse Morris, Yiduo Wang, Mikolaj Kliniewski, Viorela Ila
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D2MFusion: An End-To-End Differentiable Trajectory Optimizer for Safe Reactive Navigation AI summary
Xiangyu Zhou, Shenghong Zhang, Xiao Li
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Run-Time Optimization of Overall Energy Consumption in Lightweight Collaborative Arms for Repetitive Tasks AI summary
Ahmadreza Zarei, Sajad Shahsavari, Juha Plosila, Hashem Haghbayan
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PEDESTRIANQA: A Benchmark for Vision-Language Models on Pedestrian Intention and Trajectory Prediction AI summary
Naman Mishra, Shankar Gangisetty, C.V. Jawahar
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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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A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving AI summary
Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra
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Memory-Maze: Scenario Driven Visual Language Navigation Benchmark for Guiding Blind People AI summary
Renato Alexandre Ribeiro, Simon Chu, and Shigeo Morishima
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E2O-SLAM: A Hierarchical Visual SLAM Framework Using Edge-based and Object-level Representations AI summary
Eunseon Choi, Soohee Han
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Multivariate Active Learning and Adaptive Sampling with Multi-Kernel Gaussian Processes AI summary
Thien Hoang Nguyen, Nathan Wallace, Nicholas Harrison, and Salah Sukkarieh
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MICA: Multi-Agent Industrial Coordination Assistant AI summary
Di Wen, Kunyu Peng, Junwei Zheng, Yufan Chen, Yitian Shi, Jiale Wei, Ruiping LIU, Kailun Yang, Rainer Stiefelhagen
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Systematic Characterization of Drilling Parameters in Concentric Tube Steerable Drilling Robots: A Comparative Study AI summary
Daniyal Maroufi, Yash Kulkarni, Vibhu Kanna Rajesh Kanna, Jordan P. Amadio, Mohsen Khadem, Justin E. Bird, Jeff Siewerdsen, Farshid Alambeigi
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Stream-To-Act: ROS 2 Native Token Streaming for Continuous Motion Execution of Vision-Language-Action Models AI summary
Dahyun Kim, Yunseong Jeon, Hongkyun Park, Jong-Chan Kim
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CLOVER: Context-Aware Long-Term Object Viewpoint and Environment Invariant Representation Learning AI summary
Amanda Adkins, Dongmyeong Lee, Joydeep Biswas
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DYNAMO: Dependency-Aware Deep Learning Framework for Articulated Assembly Motion Prediction AI summary
Mayank Patel, Rahul Jain, Asim Unmesh, Karthik Ramani
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Active Learning Design: Modeling Force Output for Axisymmetric Soft Pneumatic Actuators AI summary
Gregory Campbell, Gentian Muhaxheri, Leonardo Ferreira Guilhoto, Christian Santangelo, Paris Perdikaris, James Pikul, Mark Yim
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JetsonCompletion: Real-Time Depth Completion on Resource-Constrained Edge Devices AI summary
Kailin Wang, Xiaozhou Zhu, Benyi Yang, Tian Zhang, haoxin zhang, Fei Xie, Shuaixin Li
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Robust Online Residual Refinement Via Koopman-Guided Dynamics Modeling AI summary
Zhefei Gong, Shangke Lyu, Pengxiang Ding, Wei Xiao, Donglin Wang
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VL-DPO: Vision-Language-Guided Finetuning for Preference-Aligned Autonomous Driving AI summary
Zhefan Xu, Ghassen Jerfel, Marina Haliem, Qi Zhao, Jeonhyung Kang, Khaled Refaat
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Imitation-BT: Automating Behavior Tree Generation by Echoing Reinforcement Learning Agents AI summary
Shailendra Sekhar Bathula, Ramviyas Parasuraman
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Prepare before You Act: Learning from Humans to Rearrange Initial States AI summary
Yinlong Dai, Andre Keyser, Dylan Losey
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Emergent Co-Adaptive Strategies in Heterogeneous Multi-Robot Systems Via Meta-Learning AI summary
Hexiang Zheng, Xvchun He, Yuan Gao
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IVRA: Improving Visual-Token Relations for Robot Action Policy with Training-Free Hint-Based Guidance AI summary
Jongwoo Park, Kanchana Ranasinghe, Jinhyeok Jang, Cristina Mata, Yoo Sung Jang, Michael S. Ryoo
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StreamVLN: Streaming Vision-And-Language Navigation Via SlowFast Context Modeling AI summary
MENG WEI, Chenyang Wan, Xiqian Yu, Tai Wang, Yuqiang Yang, Xiaohan Mao, Chenming Zhu, Wenzhe Cai, Hanqing Wang, Yilun Chen, Xihui Liu, Jiangmiao Pang
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Hierarchical LLM-VLA-Controller Integration for Task Generalization AI summary
INHYUK CHOI, Sangmoon Lee
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Non-Contact Tactile Perception in Human-Robot Interaction: Deep Learning-Enhanced Super-Resolution Spatial Sensing AI summary
Shuyao Zhou, Jikai Liang, Zhengjie Zhu, Kong Depeng, Zhiao He, Honghao Lyu, Geng Yang
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START: Traversing Sparse Footholds with Terrain Reconstruction AI summary
Ruiqi Yu, Qianshi Wang, Hongyi Li, Jun Zheng, Zhicheng Wang, Jun Wu, Qiuguo Zhu
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Efficient Real-World Benchmarking for Practical Fine-Grained Product Identification in Retail Robotics for Picking and Stock Taking AI summary
Jochen Lindermayr, Florian Jordan, Cagatay Odabasi, Werner Kraus, Richard Bormann, Marco F. Huber
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Perception of Social Robots as Communication Partners in Healthcare for Older Adults AI summary
Hana Yamamoto, Carlotta Julia Mayer, Charlotte Raithel, Theresa Buchner, Christian Werner, Yasuhisa Hirata, Monika Eckstein, Katja Mombaur
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A Digital Twin for Robotic Post Mortem Tissue Sampling Using Virtual Reality AI summary
Maximilian Neidhardt, Ludwig Bosse, Vidas Raudonis, Kristina Allgoewer, Axel Heinemann, Benjamin Ondruschka, Alexander Schlaefer
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