Enhancing Vision-Language Models for Autonomous Driving through Task-Specific Prompting and Spatial Reasoning
Aodi Wu, Xubo Luo
机构
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University of Chinese Academy of Sciences(中国科学院大学)
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Technology and Engineering Center for Space Utilization, Chinese Academy of Sciences(中国科学院空间利用技术与工程中心)
DPGLA: Bridging the Gap between Synthetic and Real Data for Unsupervised Domain Adaptation in 3D LiDAR Semantic Segmentation
Wanmeng Li, Simone Mosco, Daniel Fusaro, Alberto Pretto
机构
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Intelligent Autonomous Systems Laboratory (IAS-LAB), Department of Information Engineering of the University of Padua(智能自主系统实验室(IAS-LAB),信息工程系,帕多瓦大学)
CommentsThis paper has been accepted for publication at the 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Awakening Facial Emotional Expressions in Human-Robot
Yongtong Zhu, Lei Li, Iggy Qian, WenBin Zhou, Ye Yuan, Qingdu Li, Na Liu, Jianwei Zhang
机构
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Institute of Machine Intelligence, University of Shanghai for Science and Technology(上海理工大学机器智能学院)
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College Of Information Engineering, Zhejiang University of Technology(浙江工业大学信息工程学院)
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Shanghai Droid Robot Co., Ltd.(上海机灵狗机器人有限公司)
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Department of Informatics, University of Hamburg(汉堡大学信息学院)
CommentsAccepted to IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025). 8 pages, 7 figures, IEEE two-column format
ManiDP: Manipulability-Aware Diffusion Policy for Posture-Dependent Bimanual Manipulation
Zhuo Li, Junjia Liu, Dianxi Li, Tao Teng, Miao Li, Sylvain Calinon, Darwin Caldwell, Fei Chen
机构
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Department of Mechanical and Automation Engineering, T-Stone Robotics Institute, The Chinese University of Hong Kong(机械与自动化工程系、T-Stone机器人研究所、香港中文大学)
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Hong Kong Center for Logistics Robotics(香港物流机器人中心)
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Department of Technological Sciences, Wuhan University(技术科学系、武汉大学)
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Idiap Research Institute(Idiap研究所)
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Department of Advanced Robotics, Istituto Italiano di Tecnologia(先进机器人系、意大利Istituto Italiano di Tecnologia)
Comments7 pages, 6 figures, Accepted and published in IROS 2025
TWC-SLAM: Multi-Agent Cooperative SLAM with Text Semantics and WiFi Features Integration for Similar Indoor Environments
Chunyu Li, Shoubin Chen, Dong Li, Weixing Xue, Qingquan Li
机构
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Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)(广东人工智能与数字经济实验室)
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Shenzhen University(深圳大学)
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College of natural resources and environment(自然资源与环境学院)
CommentsAccepted by the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2025
SCAL for Pinch-Lifting: Complementary Rotational and Linear Prototypes for Environment-Adaptive Grasping
Wentao Guo, Wenzeng Zhang
机构
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Computer Science and Technology, Beijing Institute of Technology, China(计算机科学与技术,北京理工大学,中国)
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Laboratory of Robotics, X-Institute(机器人实验室,X研究所)
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Dept. of Mechanical Engineering, Tsinghua University, Beijing, China(机械工程系,清华大学,北京,中国)
CommentsPreliminary version presented at the IROS 2025 CIM Workshop, where it was selected as a Best Demo Award (Finalist) and subsequently received the Best Demo Award after oral presentation
机构
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Hamlyn Centre for Robotic Surgery, Institute of Global Health Innovation, Imperial College London(帝国理工学院伦敦校区全球健康创新研究所机器人手术中心)
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Department of Mechanical Engineering and Automation, Fuzhou University(福州大学机械工程与自动化学院)
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TAMS Group, Informatics, University of Hamburg(汉堡大学信息学院TAMS集团)
Comments2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
机构
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School of Information and Communication Engineering, Dalian University of Technology(信息与通信工程学院,大连理工大学)
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School of Information Science and Technology, Fudan University(信息科学与技术学院,复旦大学)
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Faculty of Science and Technology, University of Macau(科学与技术学院,澳门大学)
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University of Zaragoza(阿拉瓦大学)
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Hong Kong University of Science and Technology (Guangzhou)(香港科学与技术大学(广州))
CommentsAccepted by the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2025
Multi-Agent Pose Uncertainty: A Differentiable Rendering Cramér-Rao Bound
Arun Muthukkumar
机构
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Illinois Mathematics and Science Academy(伊利诺伊数学与科学学院)
Comments5 pages, 3 figures, 1 table. Presented at IEEE/CVF International Conference on Computer Vision (ICCV 2025) and IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025)
LightPlanner: Unleashing the Reasoning Capabilities of Lightweight Large Language Models in Task Planning
Weijie Zhou, Manli Tao, Chaoyang Zhao, Honghui Dong, Ming Tang, Jinqiao Wang
机构
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School of Traffic and Transportation, Beijing Jiaotong University(交通与运输学院,北京交通大学)
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Foundation Model Research Center, Institute of Automation, Chinese Academy of Sciences(基础模型研究中心,自动化研究所,中国科学院)
CommentsThe 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2025)
A Parameter-Efficient Mixture-of-Experts Framework for Cross-Modal Geo-Localization
LinFeng Li, Jian Zhao, Zepeng Yang, Yuhang Song, Bojun Lin, Tianle Zhang, Yuchen Yuan, Chi Zhang, Xuelong Li
机构
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The Institute of Artificial Intelligence (TeleAI), China Telecom(人工智能研究所(TeleAI),中国电信)
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East China Normal University(东华师范大学)
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National Tsing Hua University(国立清华大学)
Journal refIROS 2025 Robosense Cross-Modal Drone Navigation Challenge first place
GRASPLAT: Enabling dexterous grasping through novel view synthesis
Matteo Bortolon, Nuno Ferreira Duarte, Plinio Moreno, Fabio Poiesi, José Santos-Victor, Alessio Del Bue
机构
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TeV, Fondazione Bruno Kessler(TeV,布鲁诺·凯瑟尔基金会)
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PAVIS, Fondazione Istituto Italiano di Tecnologia(PAVIS,意大利技术研究院基金会)
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ISR, Instituto Superior Técnico, Universidade de Lisboa(ISR,里斯本大学理工学院)
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University of Trento(特伦托大学)
Junming Wang, Xingyu Zhang, Zebin Xing, Songen Gu, Xiaoyang Guo, Yang Hu, Ziying Song, Qian Zhang, Xiaoxiao Long, Wei Yin
机构
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Horizon Robotics
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University of Hong Kong(香港大学)
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University of the Chinese Academy of Sciences(中国科学院大学)
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Nanjing University(南京大学)
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Beijing Jiaotong University(北京交通大学)
GBlobs: Local LiDAR Geometry for Improved Sensor Placement Generalization
Dušan Malić, Christian Fruhwirth-Reisinger, Alexander Prutsch, Wei Lin, Samuel Schulter, Horst Possegger
机构
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Institute of Visual Computing, Graz University of Technology(视觉计算研究所,格拉茨技术大学)
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Christian Doppler Laboratory for Embedded Machine Learning(嵌入式机器学习克里斯蒂安多普勒实验室)
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Institute for Machine Learning, Johannes Kepler University Linz(机器学习研究所,约翰·凯撒大学林茨)
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Amazon(亚马逊)
Comments1st place at the IROS'25 RoboSense Challenge, Track #3: Cross-Sensor Placement 3D Object Detection
LLM-RG: Referential Grounding in Outdoor Scenarios using Large Language Models
Pranav Saxena, Avigyan Bhattacharya, Ji Zhang, Wenshan Wang
机构
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Birla Institute of Technology and Science Pilani, K.K Birla Goa Campus(比拉理工学院和科学学院,K.K Birla Goa校区)
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Carnegie Mellon University, Robotics Institute(卡内基梅隆大学,机器人研究所)
CommentsHuman-aware Embodied AI Workshop @ IROS 2025