Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1602 result(s) for “Deep Learning Methods” Page 15 of 33
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Learning End-To-End Dexterous Arm-Hand VLA Policies with Shared Autonomy: DexGrasp AI Copilot for Efficient Teleoperation AI summary
Yu Cui, Yujian Zhang, Lina Tao, Yang Li, Xinyu Yi, Zhibin (Alex) Li
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Robot Arm Self-Calibration using RGB-D camera AI summary
Jiyong Lee, KangGeon Kim, BUM JAE YOU
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A Case Study on LLM-Guided Reinforcement Learning for Decentralized Autonomous Driving AI summary
Timur Anvar, Jeffrey Chen, Yuyan Wang, Rohan Chandra
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Learning Agile Striker Skills for Humanoid Soccer Robots from Noisy Sensory Input AI summary
Zifan Xu, Myoungkyu Seo, Dongmyeong Lee, Hao Fu, Jiaheng Hu, Jiaxun Cui, Yuqian Jiang, Zhihan Wang, Anastasiia Brund, Joydeep Biswas, Peter Stone
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Collaborative Learning of Local 3D Occupancy Prediction and Versatile Global Occupancy Mapping AI summary
Shanshuai Yuan, Julong Wei, Muer Tie, Xiangyun Ren, Zhongxue Gan, Wenchao Ding
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DOT-Sim: Differentiable Optical Tactile Simulation with Precise Real-to-Sim Physical Calibration AI summary
Yang You, Won Kyung Do, Aiden Swann, Rika Antonova, Monroe Kennedy, Leonidas Guibas
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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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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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TrajBooster: Boosting Humanoid Whole-Body Manipulation Via Trajectory-Centric Learning AI summary
Jiacheng Liu, Pengxiang Ding, Qihang Zhou, Yuxuan Wu, Da Huang, Zimian Peng, Wei Xiao, Weinan Zhang, Lixin Yang, Cewu Lu, Donglin Wang
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AdaThinkDrive: Adaptive Thinking Via Reinforcement Learning for Autonomous Driving AI summary
yuechen luo, Fang LI, Shaoqing Xu, Zhiyi Lai, Lei Yang, Qimao Chen, Ziang Luo, Zixun Xie, Shengyin Jiang, Jiaxin Liu, Long Chen, Bing Wang, Zhi-Xin Yang
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GRITS: A Spillage-Aware Guided Diffusion Policy for Robot Food Scooping Tasks AI summary
Yen-Ling Tai, Yi-Ru Yang, Kuan-Ting Yu, Yu-Wei Chao, Yi-Ting Chen
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Suction Leap-Hand: Suction Cups on a Multi-Fingered Hand Enable Embodied Dexterity and In-Hand Teleoperation AI summary
Sun Zhaole, Xiaofeng Mao, Jihong Zhu, Yuanlong Zhang, Robert Fisher
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Estimating Human Muscular Fatigue in Dynamic Collaborative Robotic Tasks with Learning-Based Models AI summary
Feras Kiki, Pouya Pourakbarian Niaz, Alireza Madani, Cagatay Basdogan
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MLA: A Multisensory Language�Action Model for Multimodal Understanding and Forecasting in Robotic Manipulation AI summary
Zhuoyang Liu, Jiaming Liu, Jiadong XU, Nuowei Han, Chenyang Gu, Hao Chen, kaichen zhou, Renrui Zhang, Kai Chin Hsieh, Kun Wu, Zhengping Che, Jian Tang, Shanghang Zhang
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COLA: Learning Human-Humanoid Coordination for Collaborative Object Carrying AI summary
Yushi Du, Yixuan Li, Baoxiong Jia, Yutang Lin, Pei Zhou, Wei Liang, Yanchao Yang, Siyuan Huang
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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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T2-Nav: Algebraic-Topology�Aware Temporal Graph Memory and Loop Detection for Zero-Shot Visual Navigation AI summary
Nguyen Duc Quang Anh, Pham Minh Duc, Minh Anh Nguyen, Duy Tung Doan, Tuan Dang
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Tuning Hydrodynamic Coefficients Using a Genetic Algorithm for a Numerical Model of a Bio-Robotic Sea Lion AI summary
Shraman Kadapa, Nicholas Marcouiller, ANTHONY DRAGO, James Tangorra, Harry Kwatny
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Dexora: Open-Source VLA for High-DoF Bimanual Dexterity AI summary
Hang Zhao, Pengwei Wang, Shanghang Zhang,, Guocai Yao, Jianyu Chen, Hongyang Li, Hao Zhao
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Sonar-MASt3R: Real-Time Opti-Acoustic Fusion in Turbid, Unstructured Environments AI summary
Amy Phung, Richard Camilli
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Distributed Pose Graph Optimization Via Contractive Belief Sharing AI summary
Xiangyu Liu, Margarita Chli
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ECAHD: Efficient Collision-Aware Hierarchical Diffusion Navigation AI summary
Jinu Pahk, Theo Taeyeong Kim, Jun Ki Lee, Byoung-Tak Zhang
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Few-Shot Neural Differentiable Simulator: Real-To-Sim Rigid-Contact Modeling AI summary
Zhenhao Huang, Siyuan Luo, Bingyang Zhou, Ziqiu Zeng, Fan Shi
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Dexterity from Smart Lenses: Multi-Fingered Robot Manipulation with In-The-Wild Human Demonstrations AI summary
Irmak Guzey, Haozhi Qi, Julen Urain, Changhao Wang, Jessica Yin, Chaithanya Krishna Bodduluri, Mike Maroje Lambeta, Lerrel Pinto, Akshara Rai, Jitendra Malik, Tingfan Wu, Akash Sharma, Homanga Bharadhwaj
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FlowSight: Vision-Based Artificial Lateral Line Sensor for Water Flow Perception AI summary
Tiandong Zhang, Rui Wang, Qiyuan Cao, Shaowei Cui, Gang Zheng, Shuo Wang
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Low-Dimensional Tactile Glove for Visuo-Tactile Robot Hand Control: A Preliminary Study AI summary
Gi-gwang Baek, DongWook Kim
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Amplifying Force-Feedback Cues for Enhancing Dexterous Skill Transfer in Virtual Environments AI summary
Eunchae Kim, Jaewan Lim, Jiyoung Park, Yongjae Yoo
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Robust Real-Time Sampling-Based Motion Planner for Autonomous Vehicles in Narrow Environments AI summary
Minsoo Kim, Arthur Esquerre-Pourtère, Jaeheung Park
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Multi-View Stereo with Geometric Encoding for Large-Scale Dense Scene Reconstruction AI summary
Guidong YANG, Rui Cao, Junjie Wen, Benyun ZHAO, Qingxiang Li, Xi Chen, Yunhui Liu, Ben M. Chen
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Unified Meta-Representation and Feedback Calibration for General Disturbance Estimation AI summary
Zihan Yang, Jindou Jia, Meng Wang, Yuhang Liu, Kexin Guo, Xiang Yu
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SpikeATac: A Multimodal Tactile Finger with Taxelized Dynamic Sensing for Dexterous Manipulation AI summary
Eric T. Chang, Peter Ballentine, Zhanpeng He, DoGon Kim, Kai Jiang, Hua Hsuan Liang, Joaquin Palacios, William Wang, Pedro Piacenza, Ioannis Kymissis, Matei Ciocarlie
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Online Dynamic SLAM with Incremental Smoothing and Mapping AI summary
Jesse Morris, Yiduo Wang, Viorela Ila
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The Developments and Challenges towards Dexterous and Embodied Robotic Manipulation: A Survey AI summary
Gaofeng Li, Ruize Wang, Peisen Xu, Qi Ye, Jiming Chen
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3D Dynamics-Aware Manipulation: Endowing Manipulation Policies with 3D Foresight AI summary
Yuxin He, Ruihao Zhang, Xianzu Wu, Zhiyuan Zhang, Cheng Ding, Qiang Nie
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Precise and Efficient Collision Prediction under Uncertainty in Autonomous Driving AI summary
Marc Kaufeld, Johannes Betz
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Motion Generation for Modular Robots Using Hierarchical Policies AI summary
Kenjiro Minamikawa, Satoshi Yamamori, Satoshi Yagi, Sho Takeda, Kazuya Yoshida, Jun Morimoto
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Safe and Stable Neural Network Dynamical Systems for Robot Motion Planning AI summary
Allen Emmanuel Binny, Mahathi Anand, Hugo Tadashi Kussaba, Lingyun Chen, Shreenabh Agrawal, Fares Abu-Dakka, Abdalla Swikir
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FORM: Fixed-Lag Odometry with Reparative Mapping Utilizing Rotating LiDAR Sensors AI summary
Easton Potokar, Taylor Pool, Daniel McGann, Michael Kaess
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ActMVS: Active Scene Reconstruction with Monocular Multi-View Stereo AI summary
Guo Pu, Yixuan Han, Zhouhui Lian
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Global Tensor Motion Planning AI summary
An Thai Le, Kay Pompetzki, Joao Andre Mueller Carvalho, Joe Watson, Julen Urain, Armin Biess, Georgia Chalvatzaki, Jan Peters
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Simple Models, Real Swimming: Digital Twins for Tendon-Driven Underwater Robots AI summary
Mike Yan Michelis, Nana Obayashi, Josie Hughes, Robert Kevin Katzschmann
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FELP: Fast and Effective Autonomous Flight on Large-Scale and Cluttered Environments Based on Unified Linear Parametric Map AI summary
hongyu nie, Xingyu Li, Xu Liu, Decai Li, Yuqing He
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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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Nighttime Autonomous Driving Scene Reconstruction with Physically-Based Gaussian Splatting AI summary
Tae-Kyeong Kim, Xingxin Chen, Guile Wu, Chengjie Huang, Dongfeng Bai, Bingbing Liu
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Beyond Collision Cones: Dynamic Obstacle Avoidance for Nonholonomic Robots Via Dynamic Parabolic Control Barrier Functions AI summary
Hun Kuk Park, Taekyung Kim, Dimitra Panagou
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An Automatic LiDAR-Camera Extrinsic Calibration Method for Sparse Point Clouds Using Boundary Features AI summary
Tiancheng Gu, Minqian Wang, Libo Weng, Yanjing Lei, Fei Gao
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Multi-Robot Informative Sampling and Coverage in GPS-Denied Environments AI summary
Aiman Munir, Ehsan Latif, Ramviyas Parasuraman
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Robust 3D Multi-Object Tracking for Autonomous Driving with Adaptive LiDAR-Visual Fusion and Multilevel Data Association AI summary
Chao Jiang, Chao Wang, Liang Nie, mingyue Zhang, Zhou Yuting
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GaussianCaR: Gaussian Splatting for Efficient Camera-Radar Fusion AI summary
Santiago Montiel-Marín, Miguel Antunes-García, Fabio Sánchez-García, Angel Llamazares, Holger Caesar, Luis M. Bergasa
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Kinodynamic Trajectory Planning for Efficient UAV Exploration and Reconstruction of Unknown Environments AI summary
João Félix Mendes, Meysam Basiri, Rodrigo VENTURA
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