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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1602 result(s) for “Deep Learning Methods” Page 18 of 33
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ApexNav: An Adaptive Exploration Strategy for Zero-Shot Object Navigation with Target-Centric Semantic Fusion AI summary
Mingjie Zhang, Yuheng Du, Chengkai Wu, Jinni ZHOU, Zhenchao Qi, Jun Ma, Boyu Zhou
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Aqua-Splat: Physically-Informed Sonar-Camera Gaussian Splatting for Underwater 3D Reconstruction AI summary
Zijie Ling, Yunxuan Feng, Ao Meng, Renxiang Xiao, Shu Pan, Wenjie Lu, Liang Hu
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GSRender: Deduplicated Occupancy Estimation Via Weakly Supervised 3D Gaussian Splatting AI summary
Qianpu Sun, Sifan Zhou, shu changyong, Sirui Han, Chun Yuan
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Grasp-MPC: Closed-Loop Visual Grasping Via Value-Guided Model Predictive Control AI summary
Jun Yamada, Adithyavairavan Murali, Ajay Uday Mandlekar, Clemens Eppner, Ingmar Posner, Balakumar Sundaralingam
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Efficient Trajectory-Conditioned Text-to-4D Gaussian Splatting AI summary
Lin Shao, Fan Lu, Haiyun Wei, Sanqing Qu, Alois Knoll, Guang Chen
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CAIMAN: Causal Action Influence Detection for Sample-Efficient Loco-Manipulation AI summary
Yuanchen Yuan, Jin Cheng, Nuria Armengol Urpí, Stelian Coros
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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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Ensemble-Based Event Camera Place Recognition under Varying Illumination AI summary
Therese Joseph, Tobias Fischer, Michael J Milford
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Rapid Adaptation of Particle Dynamics for Generalized Deformable Object Mobile Manipulation AI summary
Bohan Wu, Roberto Martín-Martín, Li Fei-Fei
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DCL-Sparse: Distributed Relative Localization in Sparse Graphs AI summary
Atharva Sagale, Tohid Kargar Tasooji, Ramviyas Parasuraman
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Fully Polar Coordinate Object Detection: A Constraint-Based Polar Bounding Box Approach for LiDAR and Scanning Radar AI summary
ShuHeng Lin, Chieh-Chih Wang, Wen-Chieh Lin
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MAPF-HD: Multi-Agent Path Finding in High-Density Environments AI summary
Hiroya Makino, Seigo Ito
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Spatio-Temporal Motion Retargeting for Quadruped Robots AI summary
Taerim Yoon, Dongho Kang, Seungmin Kim, Jin Cheng, Min Sung Ahn, Stelian Coros, Sungjoon Choi
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Terra: Hierarchical Terrain-Aware 3D Scene Graph for Task-Agnostic Outdoor Mapping AI summary
Chad Samuelson, Abigail Austin, Seth Knoop, Blake Romrell, Gabriel Slade, T.W. McLain, Joshua Mangelson
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CDC-SLAM: Switchable Centralized and Distributed Collaborative LiDAR SLAM Framework for Robotic Swarms AI summary
Xiangnan Liu, Xiang Huo, Haifei Zhu, Xuefeng Zhou, Yisheng Guan, Hong Zhang, Weinan Chen∗
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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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VISTA: Monocular Segmentation-Based Mapping for Appearance and View-Invariant Global Localization AI summary
Hannah Shafferman, Annika Thomas, Jouko Kinnari, Michael Ricard, Jose Nino, Jonathan How
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Reliable LiDAR Loop Detection through Structural Descriptors and Semantic Graph Matching AI summary
Yujie Tang, Sibo Zuo, Meiling Wang, Jianyu Dou, Jiahui Wang, Yufeng Yue
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Adaptive Dynamics Planning for Robot Navigation AI summary
Yuanjie Lu, Mingyang Mao, Linji Wang, Tong Xu, Xiaomin Lin, Xuesu Xiao
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GSWorld: Closed-Loop Photo-Realistic Simulation Suite for Robotic Manipulation AI summary
Guangqi Jiang, Haoran Chang, Ri-Zhao Qiu, Yutong Liang, Mazeyu Ji, Jiyue Zhu, Xueyan Zou, Zhao Dong, Xiaolong Wang
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Reference-Free, Long-Horizon Trajectory Optimization for Aggressive Autonomous Driving in Milliseconds AI summary
Prayag Sharma, Jon Goh, Franck Djeumou
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LR-SGS: Robust LiDAR-Reflectance-Guided Salient Gaussian Splatting for Self-Driving Scene Reconstruction AI summary
Ziyu Chen, Fan Zhu, Hui Zhu, Deyi Kong, Xinkai Kuang, Yujia Zhang, Chunmao Jiang
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DiffDef: A Diffusion Model for Generating Multimodal Goal Shapes from Demonstrations for Deformable Object Manipulation AI summary
Bao Thach, Tanner Watts, Siyeon Kim, Britton Jordan, Mohanraj Devendran Shanthi, Shing-Hei Ho, James Ferguson, Tucker Hermans, Alan Kuntz
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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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A Practical Multi-Body Model Enabling a Flexible-Wheeled Robot to Learn Blind Stair Climbing AI summary
Chan-Young Yoon, Baek-Kyu Cho
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GRU-Based Kalman Filtering for 3D Multi-Object Tracking AI summary
Zikang Yuan,, Xiaoxiang Wang, Jiaxin Liu, Miaojie Feng, Zhaoxing Zhang and Xin YangB
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Seeing Motion, Generating Action: Explicit Motion-Aware Policy for Robotic Action Generation AI summary
Yixiong Li, Ye Zhang, Yun Pei, Yongjian Zhang, Ruimao Zhang, Yulan Guo
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Automated Coral Spawn Monitoring for Reef Restoration: The Coral Spawn and Larvae Imaging Camera System (CSLICS) AI summary
Dorian Tsai, Christopher A. Brunner, Riki Lamont, F. Mikaela Nordborg, Andrea Severati, Java Terry, Karen E Jackel, Matthew Dunbabin, Tobias Fischer, Scarlett Raine
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K-ARC: Adaptive Robot Coordination for Multi-Robot Kinodynamic Planning AI summary
Mike Qin, Juan Irving Solis Vidana, James Motes, Marco Morales, Nancy Amato
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MM-TRELLIS: Point-Cloud Guided Multi-Modal 3D Vehicle Generation in Autonomous Driving AI summary
Xiaoguang Ren, Wenjing Yang, Long Lan
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Multimodal Variational DeepMDP: An Efficient Approach for Industrial Assembly in High-Mix, Low-Volume Production AI summary
Grzeogrz Bartyzel
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RIPNEON: Memory-Lite and Computation-Efficient Occupancy Mapping Via Block Read-Write and Key Grids Expansion AI summary
Qianli Dong, Xuebo Zhang, Shiyong Zhang, Haobo Xi, Ziyu Wang, Zhe Ma, Zhiyong Zhang
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End-To-End Low-Level Neural Control of an Industrial-Grade 6D Magnetic Levitation System AI summary
Philipp Hartmann, Jannick Stranghöner, Klaus Neumann
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LLM Trainer: Automated Robotic Data Generating Via Demonstration Augmentation Using LLMs AI summary
Abraham George, Amir Barati Farimani
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SAGE: Scene Graph-Aware Guidance and Execution for Long-Horizon Manipulation Tasks AI summary
Jialiang Li, Wenzheng Wu, Gaojing Zhang, Yifan Han, Wenzhao Lian
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SAGrid: Scaling Robot Simulation through Automatic Affordance Annotation on In-The-Wild 3D Assets AI summary
Cem Gokmen, Yalcin Tur, Aditesh Kumar, Auddithio Nag, Li Fei-Fei
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Implementing Robust M-Estimators with Certifiable Factor Graph Optimization AI summary
Zhexin Xu, Hanna Zhang, Helena Calatrava, Pau Closas, David Rosen
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Enhancing Exploration with Diffusion Policies in Hybrid Off-Policy RL: Application to Non-Prehensile Manipulation AI summary
Huy Le, Tai Hoang, Miroslav Gabriel, Gerhard Neumann, Ngo Anh Vien
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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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UCA-SLAM: Tightly Coupled Visual-LiDAR SLAM with DoF-wise Uncertainty-driven Constraint Analysis AI summary
Shizhuo Yu, Wenbin Zhu, Jing Yuan, Yuanxi Gao
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Robot Cell Modeling Via Exploratory Robot Motions AI summary
Gaetano Meli, Niels Dehio
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Structured Interfaces for Automated Reasoning with 3D Scene Graphs AI summary
Aaron Ray, Jacob Arkin, Harel Biggie, Chuchu Fan, Luca Carlone, Nicholas Roy
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Planning Using Belief Summaries for Goal-Directed Manipulation of Articulated Objects with Force and Proprioception AI summary
Thavishi Illandara, Michael Hagenow, Julie A. Shah
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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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GAF: Gaussian Action Field As a 4D Representation for Dynamic World Modeling in Robotic Manipulation AI summary
Ying Chai, litao deng, Ruizhi Shao, Jiajun Zhang, Kangchen Lv, Liangjun Xing, Xiang LI, Hongwen Zhang, Yebin Liu
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Latent-RAG: Identity Retrieval-Guided Latent Augmentation for Privacy-Preserving Person Re-Identification AI summary
Seung-hyeok Back, Eungi Lee, Hyung-Il Kim, Seok Bong Yoo
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Tactile-Conditioned Diffusion Policy for Force-Aware Robotic Manipulation AI summary
Erik Helmut, Niklas Wilhelm Funk, Tim Schneider, Cristiana de Farias, Jan Peters
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Enhancing Dual-Loop Pressure Control in Pneumatic Soft Robotics with a Comparison of Evolutionary Algorithms for PID & FOPID Controller Tuning AI summary
Jacqueline Libby, Mostafa Mo. Massoud, Paulo Henrique Teixeira Franca Alves
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FR-CDNet: Unified Scene Change Detection Model across Viewpoint Variations and Different Temporal Conditions AI summary
Yilin Peng, Yingchun Fu, Xiangru Li, Zhenhao Li, Shuqi Chen, Shunping Ji
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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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