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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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GeVI-SLAM: Gravity-Enhanced Stereo VI SLAM for Underwater Robots AI summary
Yuan Shen, Yuze Hong, Guangyang Zeng, Tengfei Zhang, Pui Yi Chui, Ziyang Hong, Junfeng Wu
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InstantPose: Zero-Shot Instance-Level 6D Pose Estimation from a Single View AI summary
Francesco Di Felice, Alberto Remus, Stefano Gasperini, Benjamin Busam, Lionel Ott, Stefan Thalhammer, Federico Tombari, Carlo Alberto Avizzano
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M2G-Net: Multimodal Mutual-Guidance Network for LiDAR Depth and Intensity Completion AI summary
Donghyun Choi, Sangmin Lee, Jee-Hwan Ryu
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The More the Better? Confidence-Driven Residual Weighting and Depth Fusion for Multi-RGB-D Inertial Odometry AI summary
Seungsang Yun, Jaeho Shin, Jaekwang Cha, Ayoung Kim
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Progressive-Resolution Policy Distillation: Leveraging Coarse-Resolution Simulations for Time-Efficient Fine-Resolution Policy Learning AI summary
Yuki Kadokawa, Hirotaka Tahara, Takamitsu Matsubara
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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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MOTOR: A Multimodal Dataset for Two-Wheeler Rider Behavior Understanding AI summary
Varun Paturkar, Shankar Gangisetty, C.V. Jawahar
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SplatSDF: Boosting SDF-NeRF Via Architecture-Level Fusion with Gaussian Splats AI summary
Runfa Li, Daniel George, Keito Suzuki, Bang Du, Ki Myung Brian Lee, Nikolay Atanasov, Truong Nguyen
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EB-MBD: Emerging-Barrier Model-Based Diffusion for Safe Trajectory Optimization in Highly Constrained Environments AI summary
Raghav Mishra, Ian Manchester
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Visual Servoing-Based Active Vision for 3D Object Reconstruction AI summary
Ekrem Misimi, Sverre Herland, François Chaumette
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Gust Estimation and Rejection with a Disturbance Observer for Proprioceptive Underwater Soft Morphing Wings AI summary
Tobias Cook, Leo Micklem, Huazhi Dong, Yunjie Yang, Michael Mistry, Francesco Giorgio-Serchi
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UnsOcc: 3D Semantic Occupancy Prediction in Unstructured Scene Via Rendering Fusion AI summary
Ye Wu, Ruiqi Song, Baiyong Ding, Nanxing Zeng, JunJie Cheng, Yunfeng Ai
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A 2-DoF Ankle Rehabilitation Platform Based on an Inclined Dual-Cylinder Mechanism AI summary
Donggeon Kim, Kira Kiefer, Luisa Veits, Laura Ulbl, Necolle Morgado-Vega, Tae-Hyoung Kim, Yeongmi Kim
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A Novel Human-Machine Dual-Task Gaming Framework for Visual-Attention Training AI summary
Fengjun Mu, Jingting Zhang, Zonghai Huang, Chen Chen, Chaobin Zou, Guangkui Song, Hong Cheng
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Controllable Collision Scenario Generation Via Collision Pattern Prediction AI summary
Pin-Lun Chen, Chi-Hsi Kung, Che-Han Chang, Wei-Chen Chiu, Yi-Ting Chen
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A General Approach to Path Planning within C-Space Safe Corridors AI summary
Riccardo Abbati, Marco Riboli, Michel Rosselli, Alessandro Tasora, Marco Silvestri
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Active-Perceptive Language-Oriented Grasp Policy for Heavily Cluttered Scenes AI summary
Yixiang Dai, Siang Chen, Kaiqin Yang, Dingchang Hu, Pengwei Xie, Guosheng Li, Yuan Shen, Guijin Wang
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Gaussian or Plane? Both: Semantic-Driven Voxel Representation for LiDAR�Inertial Odometry AI summary
Haiyang Wu, George Vosselman, Ville Lehtola
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Spatially-Aware Adaptive Trajectory Optimization with Controller-Guided Feedback for Autonomous Racing AI summary
Alexander Wachter, Alexander Willert, Marc-Philip Ecker, Christian Hartl-Nesic
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A Multisensory Neurofeedback�Based Immersive BCI Paradigm for Emotion Regulation AI summary
Lianchi Zhang, Bowen Fu, Shoucheng Yang, Jingting Zhang, Zonghai Huang, Rui Huang, Hong Cheng
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Diff-VIO: A Diffusion Model-Based Pose Optimizer for Visual Inertial Odometry AI summary
Wenyuan Qin, Xiangxi Kong, Sizhuo Zhang, Hao XU, Xiwang Dong
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Boosting Zero-Shot VLN Via Abstract Obstacle Map-Based Waypoint Prediction with TopoGraph-And-VisitInfo-Aware Prompting AI summary
Boqi Li, Siyuan Li, Weiyi Wang, Anran Li, Zhong Cao, Henry Liu
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One Filter to Deploy Them All: Robust Safety for Quadrupedal Navigation in Unknown Environments AI summary
Albert Lin, Shuang Peng, Somil Bansal
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Line-Search Filter Differential Dynamic Programming for Optimal Control with Nonlinear Equality Constraints AI summary
Mingda Xu, Stephen Gould, Iman Shames
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Exploring Haptic Augmentation and Language Design for Smartphone-Based Teleoperation AI summary
Zachary Andrew Christopher Baylis, Ziling Chen, Rolando Bautista Montesano, Yeo Jung Yoon, Thomas Bohné, Slawomir Konrad Tadeja, John Liu
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In-Situ Automated Robotic Crown Preparation with MPC-Based Adaptive Control AI summary
Heng Liu, Huayu Fang, Shizhu Bai, Yimin Zhao, Junchen Wang
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Learning View-Invariant Sign Language Representations Via Dual-Stream Contrastive Learning AI summary
Yuting Peng, Yuecong Min, Xilin Chen
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CLUE: Adaptively Prioritized Contextual Cues by Leveraging a Unified Semantic Map for Effective Zero-Shot Object-Goal Navigation AI summary
Taeyun Kim, Alvin Jinsung Choi, Dasol Hong, Hyun Myung
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Assistant Placement Aria: A Benchmark for Egocentric Placement Assistance AI summary
Amir Belder, Gonçalo Dias Pais, Refael Vivanyi, Daniel DeTone, Omri Carmi, Ido, Binyamin Gattegno, Oren Shrout, Ayellet Tal
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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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Diffusing Trajectory Optimization Problems for Recovery During Multi-Finger Manipulation AI summary
Abhinav Kumar, Fan Yang, Sergio Aguilera, Soshi Iba, Rana Soltani Zarrin, Dmitry Berenson
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Efficient Hierarchical Reinforcement Learning with Dynamic Kolmogorov�Arnold Network for Long-Horizon Robotic Manipulation AI summary
Yuke Qu, Junkai Ren, Jiawei Luo, Yufeng Xie, Huimin Lu, Xin Xu, Yicong Ye
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Wildfire Containment Using Multi-drone Systems: A Predict-Then-Optimize Approach AI summary
Aoran Cheng, Shijie Pan, Yiqi Sun, Kai Kang, Cristobal Pais, Yulun Zhou, Zuo-Jun Max Shen
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SaLF: Sparse Local Fields for Multi-Sensor Rendering in Real-Time AI summary
Yun Chen, Matthew Haines, Jingkang Wang, Sahil Jain, Krzysztof Baron-Lis, Siva Manivasagam, Ze Yang, Raquel Urtasun
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You Only Pose Once: A Minimalist's Detection Transformer for Monocular RGB Category-Level 9D Multi-Object Pose Estimation AI summary
Hakjin Lee, Junghoon Seo, Jaehoon Sim
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FORTE: Tactile Force and Slip Sensing on Compliant Fingers for Delicate Manipulation AI summary
Siqi Shang, Mingyo Seo, Yuke Zhu, Lillian Chin
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Beyond Reference Trajectories: A Waypoint-Based Model Predictive Path Integral Control for Agile Drone Racing AI summary
Fangguo Zhao, Xin Guan, Shuo Li
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Informative Object-Centric Next Best View for Object-Aware 3D Gaussian Splatting in Cluttered Scenes AI summary
Seung Hoon Jeong, Eunho Lee, Jeongyun Kim, Ayoung Kim
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Active Next-Best-View Optimization for Risk-Averse Path Planning AI summary
Amirhossein Mollaei Khass, Guangyi Liu, Vivek Pandey, Wen Jiang, Boshu Lei, Kostas Daniilidis, Nader Motee
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Distributed Bearing-Only Formation Maneuvering Control for Quadrotors without Global Reference Frame AI summary
Shaoshi Li, Yuwei Zhang, Shaoping Wang, Rui Mu, Xingjian Wang
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Hi-Drive: Hierarchical POMDP Planning for Safe Autonomous Driving in Diverse Urban Environments AI summary
Xuanjin Jin, Chendong Zeng, Shengfa Zhu, Chunxiao Liu, Panpan Cai
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MILD: Tractable Terrain Modeling for Learning Improved Bipedal Locomotion on Deformable Surfaces AI summary
Zeren Luo, Jiahui ZHANG, Zhe Xu, Wanyue Li, Xinqi Li, Xuechao Chen, Zhangguo YU, Annan Tang, Peng Lu
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Continuous-Time Optical Flow Estimation from Asynchronous Event-Frame Streams for Embedded Systems AI summary
Daolong Yang, Hansheng Liang, Liu Haoyuan, Chengcai Wang, Bin Xu, Kun Xu, Xilun DING
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D-CLING: Prior-Preserving Depth-Conditioned Fine-Tuning for Navigation Foundation Models AI summary
Shintaro Nakaoka, Takayuki Kanai, Kazuhito Tanaka
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MTE-SLAM: Multi-Tier Feature Fusion for Efficient Neural Semantic SLAM AI summary
Danqi Lu, Changxin Huang, Zhuangzhuang Chen, Zhiliang Lin, Dachong Li, Yanbin Chang, Jianqiang Li
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Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy AI summary
Shiyao Zhang, Liwei Deng, Shuyu Zhang, Weijie Yuan, Hong Zhang
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DREAM: Domain-Aware Reasoning for Efficient Autonomous Underwater Monitoring AI summary
Zhenqi Wu, Abhinav Modi, Angelos Mavrogiannis, Kaustubh Joshi, Nikhil Chopra, Yiannis Aloimonos, Nare Karapetyan, Ioannis Rekleitis, Xiaomin Lin
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ParkDiffusion++: Ego Intention Conditioned Joint Trajectory Prediction for Automated Parking Using Diffusion Models AI summary
Jiarong WEI, Anna Rehr, Christian Feist, Abhinav Valada
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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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RANGER: A Monocular Zero-Shot Semantic Navigation Framework through Visual Contextual Adaptation AI summary
Ming-Ming Yu, Yi Chen, Börje F. Karlsson, Wenjun Wu
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