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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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789 result(s) for “vision-language models” Page 1 of 16
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Robust Unknown Object Detection and Tracking for Vision-Language-Action Models on Edge Devices AI summary
Subin Joo, DEOKGI JEUNG
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ACG: Action Coherence Guidance for Flow-Based Vision-Language-Action Models AI summary
Minho Park, Kinam Kim, Junha Hyung, Hyojin Jang, Hoiyeong Jin, Jooyeol Yun, Hojoon Lee, Jaegul Choo
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Toward Human Preference Optimization for Vision-Language-Action Models: A Pilot Study on the Limits of Imitation Learning AI summary
Tae-Won Lee, DongWook Kim
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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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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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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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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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Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and Tracking AI summary
Bastian Pätzold, Jan Nogga, Sven Behnke
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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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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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DriveCritic: Towards Context-Aware, Human-Aligned Evaluation for Autonomous Driving with Vision-Language Models AI summary
Jingyu Song, Zhenxin Li, Shiyi Lan, Xinglong Sun, Nadine Chang, Maying Shen, Jingde Chen, Katherine Skinner, Jose Alvarez
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RetoVLA: Reusing Register Tokens for Spatial Reasoning in Vision-Language-Action Models AI summary
Jiyeon Koo, Taewan Cho, Hyunjoon Kang, Eunseom Pyo, Taegyun Oh, Taeryang Kim, Andrew Jaeyong Choi
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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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Annotation Free Spacecraft Detection and Segmentation Using Vision Language Models AI summary
Samet Hicsonmez, Jose Sosa, Dan Pineau, INDER PAL SINGH, Arunkumar Rathinam, Abd El Rahman Shabayek, Djamila Aouada
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INSIGHT: INference-Time Sequence Introspection for Generating Help Triggers in Vision-Language-Action Models AI summary
Ulas Berk Karli, Ziyao Shangguan, Tesca Fitzgerald
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AugVLA-3D: Depth-Driven Feature Augmentation for Vision-Language-Action Models AI summary
Zhifeng Rao,∗, Wenlong Chen∗, Lei Xie, Xia Hua, Dongfu Yin, Zhen Tian, F. Richard Yu
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Co-NavGPT: Multi-Robot Cooperative Visual Semantic Navigation Using Vision Language Models AI summary
Bangguo Yu, Qihao Yuan, Kailai Li, Hamidreza Kasaei, Ming Cao
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Hierarchical DLO Routing with Reinforcement Learning and In-Context Vision-Language Models AI summary
Mingen Li, Houjian Yu, Yixuan Huang, Youngjin Hong, Hantao Ye, Changhyun Choi
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P3T: Prototypical Point-Level Prompt Tuning with Enhanced Generalization for 3D Vision-Language Models AI summary
Geunyoung Jung, Soohong Kim, Kyungwoo Song, Jiyoung Jung
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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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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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Learning Affordances at Inference-Time for Vision-Language-Action Models AI summary
Ameesh Shah, William Chen, Adwait Godbole, Federico Mora, Sanjit A. Seshia, Sergey Levine
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Pseudocode-Guided Structured Reasoning for Automating Reliable Inference in Vision-Language Models AI summary
Weicong Ni, Tianbao Jiang, Linlin Wang
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TIGeR: Tool-Integrated Geometric Reasoning in Vision-Language Models for Robotics AI summary
Yi Han, Enshen Zhou, Shanyu Rong, Jingkun An, Pengwei Wang, Zhongyuan Wang, Cheng Chi, Lu Sheng, Shanghang Zhang
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IMPACT: Intelligent Motion Planning with Acceptable Contact Trajectories Via Vision-Language Models AI summary
Yiyang Ling, Karan Owalekar, Oluwatobiloba Adesanya, Erdem Bıyık, Daniel Seita
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Structured Labeling Enables Faster Vision-Language Models for End-To-End Autonomous Driving AI summary
Hao Jiang, Chuan Hu, Yukang Shi, Yuan He, Ke Wang, Xi Zhang, Zhipeng Zhang
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I-FailSense: Towards General Robotic Failure Detection with Vision-Language Models AI summary
Clémence Grislain, Hamed Rahimi, Olivier Sigaud, Mohamed Chetouani
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Manual2Skill++: Connector-Aware General Robotic Assembly from Instruction Manuals Via Vision�Language Models AI summary
Chenrui Tie, Shengxiang Sun, Yudi Lin, Yanbo Wang, Zhongrui Li, Zhouhan Zhong, Jinxuan Zhu, Yiman Pang, Haonan Chen, Junting Chen, Ruihai Wu, Lin Shao
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ATA: Bridging Implicit Reasoning with Attention-Guided and Action-Guided Inference for Vision-Language Action Models AI summary
Cheng Yang, Jianhao Jiao, Lingyi Huang, Jinqi Xiao, Zhexiang Tang, Yu Gong, Yibiao Ying, Yang Sui, Jintian Lin, Wen Huang, Bo Yuan
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GAIA: Generating Task Instruction Aware Simulation Grounded in Real Contexts Using Vision-Language Models AI summary
Dogyu Ko, Chanyoung Yeo, Daeho Kim, Jaeho Kim, Hyoseok Hwang
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Seeing Space and Motion: Enhancing Latent Actions with Geometric and Dynamic Awareness for Vision-Language-Action Models AI summary
Zhejia Cai, Yandan Yang, Xinyuan Chang, shiyi liang, Ronghan Chen, Feng Xiong, Mu Xu, ruqi huang
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VLA-Reasoner: Empowering Vision-Language-Action Models with Reasoning Via Online Monte Carlo Tree Search AI summary
[email protected], [email protected]
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Reinforcement Fine-Tuning of Flow-Matching Policies for Vision-Language-Action Models AI summary
Mingyang Lv, Yinqian Sun, Erliang Lin, huangrui li, Ruolin Chen, Feifei Zhao, Yi Zeng
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MERGE: Guided Vision-Language Models for Multi-Actor Event Reasoning and Grounding in Human�Robot Interaction AI summary
Joerg Deigmoeller, Nakul Agarwal, Stephan Hasler, Daniel Tanneberg, Anna Belardinelli, Reza Ghoddoosian, Chao Wang, Felix Ocker, Fan Zhang, Behzad Dariush, Michael Gienger
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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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GaussianVLM: Scene-Centric 3D Vision-Language Models Using Language-Aligned Gaussian Splats for Embodied Reasoning and Beyond AI summary
Anna-Maria Halacheva, Jan-Nico Zaech, Xi Wang, Danda Pani Paudel, Luc Van Gool
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The Better You Learn, the Smarter You Prune: Towards Efficient Vision-Language-Action Models Via Differentiable Token Pruning AI summary
Titong Jiang, Xuefeng Jiang, Yuan Ma, Xin Wen, Bailin Li, Kun Zhan, Peng Jia, Yahui Liu, Sheng Sun, Xianpeng Lang
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SVP: Improving Vision-Language-Action Models with Dual Stochastic Visual Prompting AI summary
Zhide Zhong, Haodong Yan, Tianran Zhang, Lujia Wang, Jin Wu, Jun Ma, Xinhu ZHENG, Haoang Li
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Open-World Object Manipulation with Vision-Language-Action Models Via Synthetic Multi-Modal Data AI summary
Yefei Chen, Junjie Wen, Jinming LI, Zhongyi Zhou, Yaxin Peng, Chaomin Shen, Yi Xu, Yichen Zhu
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ExpReS-VLA: Specializing Vision-Language-Action Models through Experience Replay and Retrieval AI summary
Shahram Najam Syed, Yatharth Ahuja, Arthur Jakobsson, Jeffrey Ichnowski
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RealMirror: A Comprehensive, Open-Source Vision-Language-Action Platform for Embodied AI AI summary
Cong Tai, Zhaoyu Zheng, Haixu Long, Hansheng Wu, Haodong Xiang, Zhengbin Long, Jun Xiong, Rong Shi, Shizhuang Zhang, Gang Qiu, He Wang, Ruifeng Li, Jun Huang, Bin Chang, Shuai Feng, Tao Shen
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DAM-VLA: A Dynamic Action Model-Based Vision-Language-Action Framework for Robot Manipulation AI summary
Xiongfeng Peng, Jiaqian Yu, dingzhe li, Yixiang Jin, Lu Xu, Mao Yamin, Chao Zhang, Weiming Li, Sujin Jang, Dongwook Lee, Daehyun Ji
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NeuroVLA: Surgical Scenario-Aware Learning of Debulking Skills in Endoscopic Robotic Neurosurgery Via Vision-Language-Action Model AI summary
Tat Ming Danny Chan, Hongbin Liu, Renzhi Wang, and Hongliang Ren
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Audio-VLA: Adding Contact Audio Perception to Vision-Language-Action Model for Robotic Manipulation AI summary
Xiangyi Wei, Haotian Zhang, Xinyi Cao, Siyu Xie, Weifeng Ge, Yang Li, Changbo Wang
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OmniVLA: An Omni-Modal Vision-Language-Action Model for Robot Navigation AI summary
Noriaki Hirose, Catherine Glossop, Dhruv Shah, Sergey Levine
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Prompt-To-State Stable Vision-Language MPC for Approximated Neural Network Dynamics a Case Study on Soft Robot Control AI summary
Nicotra Emanuele, James J. Davies, Kefan Zhu, Sharma Bibhu, Adrienne Ji, Phuoc Thien Phan, Hung Manh La, Nigel Hamilton Lovell, Thanh Nho Do
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LaViRA: Language-Vision-Robot Actions Translation for Zero-Shot Vision Language Navigation in Continuous Environments AI summary
Hongyu Ding, Ziming Xu, YUK TUNG SAMUEL FANG, You Wu, Zixuan Chen, Jieqi Shi, Jing Huo, Yifan Zhang, Yang Gao
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MAP-VLA: Memory-Augmented Prompting for Vision-Language-Action Model in Robotic Manipulation AI summary
Runhao Li, Wenkai Guo, Zhenyu Wu, Changyuan Wang, Haoyuan Deng, Zhenyu Weng, Yap-Peng Tan, Ziwei Wang
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TagaVLM: Topology-Aware Global Action Reasoning for Vision-Language Navigation AI summary
Jiaxing Liu, Zexi Zhang, Xiaoyan Li, Boyue Wang, Yongli Hu, Baocai Yin
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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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