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MARG: MAstering Risky Gap Terrains for Legged Robots with Elevation Mapping AI summary
YINZHAO DONG, Ji Ma, Liu Zhao, Wanyue Li, Peng Lu
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NuRisk: A Visual Question Answering Dataset for Agent-Level Risk Assessment in Autonomous Driving AI summary
Yuan Gao, Mattia Piccinini, Roberto Brusnicki, Yuchen Zhang, Johannes Betz
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OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI AI summary
Helong Huang, Christopher Edwin Mower, Guowei Huang, Sarthak Das, Magnus Dierking, guangyuan Luo, Kai Tan, xi Chen, Yehai Yang, Yingbing Chen, Yiming Zeng, Yinchuan Li, zhanpeng ZHANG, Shuang Wu, Yingxue Zhang, Weichao Qiu, Tongtong Cao, Mian Qin, Sajjad Pakdamansavoji, Yuecheng Liu, Yuzheng Zhuang, Guangjian Tian, Jianye Hao, Jun Wang, Haitham Bou Ammar, Xingyue Quan
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Bridging Large-Model Reasoning and Real-Time Control Via Agentic Fast-Slow Planning AI summary
Jiayi Chen, Shuai Wang,∗, Guangxu Zhu,∗, and Chengzhong Xu
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DriveAgent: Multi-Agent Structured Reasoning with LLM and Multimodal Sensor Fusion for Autonomous Driving AI summary
Xinmeng Hou, Wuqi Wang, long yang, Hao Lin, Jinglun Feng, Haigen Min, Xiangmo Zhao
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IntentionVLA: Generalizable and Efficient Embodied Intention Reasoning for Human�Robot Interaction AI summary
Yandu Chen, Kefan Gu, Yuqing Wen, Yucheng Zhao, Tiancai Wang, Liqiang Nie
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NaturalVLM: Leveraging Fine-Grained Natural Language for Affordance-Guided Visual Manipulation AI summary
Ran Xu, Yan Shen, Xiaoqi Li, Ruihai Wu, Hao Dong
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Flow-Aided Flight through Dynamic Clutters from Point to Motion AI summary
Bowen Xu, Zexuan Yan, Minghao Lu, Xiyu Fan, Yi Luo, Youshen Lin, Zhiqiang Chen, Yeke Chen, Qiyuan Qiao, Peng Lu
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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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Re-MAE: Rethinking Masked Autoencoders towards Geometry-Aware Self-Supervised LiDAR-Based 3D Object Detection AI summary
Youngho Cheon, Jae-Keun Lee, Soon Kwon, Jin-Hee Lee, Yongseob Lim
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ArthroCut: Autonomous Policy Learning for Robotic Bone Resection in Knee Arthroplasty AI summary
Xu Lu, Yiling Zhang, Wenquan Cheng, Longfei Ma, Fang Chen, Hongen Liao
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CMAR-search: Commonsense and Memory Augmented Reasoning for Object Search in Dynamic Interactive Environments AI summary
Kaiyao Liao, Qingfeng Li, Xinlei Zhang, Chen Chen, Qing Sun, Jianwei Niu
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X-MOS: A Heterogeneous Cross-LiDAR Generalization Framework for Moving Object Segmentation AI summary
Minjae Lee, Ilhwan Ha, Sang-Min Choi, Gun-Woo Kim, Suwon Lee
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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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LoGoPlanner: Localization Grounded Navigation Policy with Metric-Aware Visual Geometry AI summary
Jiaqi Peng, Wenzhe Cai, Yuqiang Yang, Tai Wang, Yuan Shen, Jiangmiao Pang
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PinPoint3D: Fine-Grained 3D Part Segmentation from a Few Clicks AI summary
Zhengyu Lin, Zhenhong Guo, Feng Zheng,,∗
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Learning Structural Latent Points for Efficient Visual Representations in Robotic Manipulation AI summary
Yicheng Jiang, Jiaxu Wang, Junhao He, Zesen Gan, Junhao LI, Qiang Zhang, Jingkai SUN, Jiahang Cao, Mingyuan Sun, Xiangyu Yue, Qiming Shao
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These Magic Moments: Differentiable Uncertainty Quantification of Radiance Field Models AI summary
Parker Ewen, Hao Chen, Seth Isaacson, Joseph Wilson, Katherine Skinner, Ram Vasudevan
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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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UAV-SAR: Simultaneous Radar-Based Odometry and Synthetic-Array Sensing for Unmanned Aerial Vehicles AI summary
David Hunt, Shaocheng Luo, Samuel Rivera, Aarav Prakash, Cameron Morris, Tingjun Chen, Miroslav Pajic
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ActionReasoning: Robot Action Reasoning in 3D Space with LLM for Robotic Brick Stacking AI summary
Guangming Wang, Qizhen Ying, Yixiong Jing, Olaf Wysocki, Brian Sheil
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Sce2DriveX: A Generalized MLLM Framework for Scene-To-Drive Learning AI summary
Zhao Rui, Yuan Qirui, li jinyu, Hu Haofeng, Li Yun, Gao Zhenhai, Gao Fei
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HAVEN: Hierarchical Adversary-Aware Visibility-Enabled Navigation with Cover Utilization Using Deep Transformer Q-Networks AI summary
Mihir Chauhan, Damon Conover, Aniket Bera
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IntuFly: Intuitive Continuous Hand�Gaze Control for UAVs AI summary
Junsheng Xu, Ke Ma, Xinde Li, Chengxiang Yu, Zeyu Zhang, Zhentong Zhang
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OVerSeeC: Open-Vocabulary Costmap Generation from Satellite Images and Natural Language AI summary
Rwik Rana, Jesse Quattrociocchi, Dongmyeong Lee, Christian Ellis, Amanda Adkins, Adam Uccello, Garrett Warnell, Joydeep Biswas
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NovaFlow: Zero-Shot Manipulation Via Actionable Flow from Generated Videos AI summary
Hongyu Li, Lingfeng Sun, Yafei Hu, Duy Ta, Jennifer Barry, George Konidaris, Jiahui Fu
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Robust Task Planning Via Failure Detection Using Scene Graph from Multi-View Images AI summary
Haechan Chong, Jongwon Lee, Hyemin Ahn
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Clutt3R-Seg: Sparse-View 3D Instance Segmentation for Language-Grounded Grasping in Cluttered Scenes AI summary
Jeongho Noh, Tai Hyoung Rhee, Eunho Lee, Jeongyun Kim, Sunwoo Lee, Ayoung Kim
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MATrack: Efficient Multiscale Adaptive Tracker for Real-Time Nighttime UAV Operations AI summary
Xuzhao Li, Xuchen Li, Shiyu Hu
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STONE Dataset: A Scalable Multi-Modal Surround-View 3D Traversability Dataset for Off-Road Robot Navigation AI summary
Konyul Park, Daehun Kim, Jiyong Oh, Seunghoon Yu, Junseo Park, Jaehyun Park, Hongjae Shin, Hyungchan Cho, Jungho Kim, Jun Won Choi
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Octree Diffusion for Semantic Scene Generation and Completion AI summary
Xujia Zhang, Brendan Crowe, Christoffer Heckman
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TUNI: Real-Time RGB-T Semantic Segmentation with Unified Multi-Modal Feature Extraction and Cross-Modal Feature Fusion AI summary
Xiaodong Guo, TONG LIU, Yike Li, Zi'ang Lin, Zhihong Deng
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Ventura: Adapting Image Diffusion Models for Unified Task Conditioned Navigation AI summary
Arthur Zhang, Xiangyun Meng, Luca Callari, Dong Ki Kim, Shayegan Omidshafiei, Joydeep Biswas, Ali-akbar Agha-mohammadi, Amirreza Shaban
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GeoTeacher: Geometry-Guided Semi-Supervised 3D Object Detection AI summary
Jingyu Li, Xiaolong Zhao, Zhe Liu, Wenxiao Wu, Li Zhang
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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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Event Spectroscopy: Event-based Multispectral and Depth Sensing using Structured Light AI summary
Christian Geckeler, Niklas Neugebauer, Manasi Muglikar, Davide Scaramuzza, Stefano Mintchev
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No Need to Look! Locating and Grasping Objects by a Robot Arm Covered with Sensitive Skin AI summary
Karel Bartunek∗, Lukas Rustler∗, and Matej Hoffmann
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D-CAT: Decoupled Cross-Attention Knowledge Transfer between Sensor Modalities for Unimodal Inference AI summary
Leen Daher, Zhaobo Wang, Malcolm Mielle
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VLM-E2E: Enhancing End-To-End Autonomous Driving with Multimodal Driver Attention Fusion AI summary
Pei Liu, Haipeng Liu, Haichao Liu, Xin LIU, Jinxin Ni, Jun Ma
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LH-DETR: A Lightweight Hybrid Architecture for End-To-End Object Detection in UAV Images AI summary
Feifei Xu, Lupeng Sun, Dongyang Li, Guoxiang Wu, Chenchuan Lv
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Human-Centered Development of Guide Dog Robots: Quiet and Stable Locomotion Control AI summary
Shangqun Yu, Hochul Hwang, Trung Dang, Joydeep Biswas, Nicholas Giudice, Sunghoon Ivan Lee, Donghyun Kim
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Veila: Panoramic LiDAR Generation from a Monocular RGB Image AI summary
Youquan Liu, Lingdong Kong, Weidong Yang, Ao Liang, Jianxiong Gao, Yang Wu, Xiang Xu, Xin Li, Linfeng Li, Runnan Chen, Ben Fei
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SurgVidLM: Towards Multi-Grained Video Understanding with Large Language Model in Robot-Assisted Surgery AI summary
Junjun He, Yiming Huang, Nicolas Padoy, Zhen Lei, Hongbin Liu, Nassir Navab and Hongliang Ren
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GarmentPile++: Affordance-Driven Cluttered Garments Retrieval with Vision-Language Reasoning AI summary
Mingleyang Li, Yuran Wang, Yue Chen, Tianxing Chen, Jiaqi Liang, Zishun Shen, Haoran Lu, Ruihai Wu, Hao Dong
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JuggleRL: Mastering Ball Juggling with a Quadrotor Via Deep Reinforcement Learning AI summary
Shilong Ji, Yinuo Chen, Chuqi Wang, Jiayu Chen, Ruize Zhang, Feng Gao, Wenhao Tang, Shu'ang Yu, Sirui Xiang, Xinlei Chen, Chao Yu, Yu Wang
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SFCo-Nav: Efficient Zero-Shot Visual Language Navigation Via Collaboration of Slow LLM and Fast Attributed Graph Alignment AI summary
Chaoran Xiong, Litao Wei, Xinhao Hu, Kehui Ma, Ziyi Xia, Zixin Jiang, Zhen Sun, Ling Pei
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Latent Activation Editing: Inference-Time Refinement of Learned Policies for Safer Multirobot Navigation AI summary
Satyajeet Das, Darren Chiu, Zhehui Huang, Lars Lindemann, Gaurav Sukhatme
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Déjà Vu: Unlocking Transparent Action Reasoning for Object-Goal Navigation Via Large Language Models AI summary
Heming Du, Sen Wang, Li Xue, Yu Xin
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Exploring Single Domain Generalization of LiDAR-Based Semantic Segmentation under Imperfect Labels AI summary
Weitong Kong, Zichao Zeng, Di Wen, Jiale Wei, Kunyu Peng, June Moh Goo, Jan Boehm, Rainer Stiefelhagen
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GSUC-VLM: Geometrically-Guided Spatial Understanding Chain of Vision Language Model for Autonomous Driving AI summary
Yifan Zhao, Ziyang Zheng, Congjia Chen, Shizhuo Zhang, Huixin Zhang, Wenrui Dai, Fan He, Hongkai Xiong
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