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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1602 result(s) for “Deep Learning Methods” Page 28 of 33
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DAGDiff: Guiding Dual-Arm Grasp Diffusion to Stable and Collision-Free Grasps AI summary
Md Faizal Karim, Vignesh Vembar, Keshab Patra, Gaurav Singh, Madhava Krishna
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Relative Position Matters: Trajectory Prediction and Planning with Polar Representation AI summary
Bozhou Zhang, Nan Song, Bingzhao Gao, Li Zhang
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SpaRC: Sparse Radar-Camera Fusion for 3D Object Detection AI summary
Philipp Wolters, Johannes Gilg, Torben Teepe, Fabian Herzog, Felix Fent, Gerhard Rigoll
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UP-SLAM: Adaptively Structured Gaussian SLAM with Uncertainty Prediction in Dynamic Environments AI summary
Wancai Zheng, Linlin Ou, He Jiajie, Libo Zhou, Yan Wei, Xinyi Yu
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Conflict-Based Search As a Protocol: A Multi-Agent Motion Planning Protocol for Heterogeneous Agents, Solvers, and Independent Tasks AI summary
Rishi Veerapaneni, Ho Kwan Alvin Tang, Yidai Cen, Haodong He, Sophia Zhao, Viraj Shah, Ziteng Ji, Gabriel Olin, Jon Arrizabalaga, Yorai Shaoul, Jiaoyang Li, Maxim Likhachev
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GaussTwin: Unified Simulation and Correction with Gaussian Splatting for Robotic Digital Twins AI summary
Yichen Cai, Paul Jansonnie, Cristiana de Farias, Oleg Arenz, Jan Peters
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From Demonstrations to Safe Deployment: Path-Consistent Safety Filtering for Diffusion Policies AI summary
Ralf Römer, Julian Balletshofer, Jakob Thumm, Marco Pavone, Angela P. Schoellig, Matthias Althoff
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PCASim: Promptable Closed-Loop Adversarial Simulation for Urban Traffic Environment AI summary
Chuancheng Zhang, Zhenhao Wang, Kaizheng Li, Yaran Lin, Qiang Guo, Bin Jiang
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VistaBot: View-Robust Robot Manipulation Via Spatiotemporal-Aware View Synthesis AI summary
Songen Gu, Yuhang Zheng, Weize Li, Yupeng Zheng, Yating Feng, Xiang Li, Yilun Chen, Pengfei Li, Wenchao Ding
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Efficient Plane Segmentation in Depth Image Based on Adaptive Patch-Wise Region Growing AI summary
Lantao Zhang, Haochen Niu, Peilin Liu, Fei Wen, RENDONG YING
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Fourigami: A 4-Degree-Of-Freedom, Force-Controlled, Origami, Finger Pad Haptic Device AI summary
Crystal Winston, Hojung Choi, Rianna Jitosho, Zhenishbek Zhakypov, Jasmin Elena Palmer, Mark Cutkosky, Allison M. Okamura
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SurveilNav: Collaborative Object Goal Navigation with Robot and Surveillance System AI summary
Ming-Ming Yu, Qunbo Wang, Rongtao Xu, Yanghong Mei, YiRong Yang, Longteng Guo, Wenjun Wu, Jing Liu
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HeRO: Hierarchical 3D Semantic Representation for Pose-Aware Object Manipulation AI summary
Chongyang Xu, Shen Cheng, Li Haipeng, Haoqiang Fan, Ziliang Feng, Shuaicheng Liu
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When Planners Meet Reality: How Learned, Reactive Traffic Agents Shift nuPlan Benchmarks AI summary
Steffen Hagedorn, Luka Donkov, Aron Distelzweig, Alexandru Paul Condurache
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Implicit Maximum Likelihood Estimation for Real-Time Generative Model Predictive Control AI summary
Grayson Lee, Minh Bui, Shuzi Zhou, Yankai Li, Mo Chen, Ke Li
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Re$^3$Sim: Generating High-Fidelity Simulation Data Via 3D-Photorealistic Real-To-Sim for Robotic Manipulation AI summary
Xiaoshen Han, Junqiu Yu, Minghuan Liu, Yilun Chen, Xiaoyang Lyu, Yang Tian, Bolun Wang, Weinan Zhang, Jiangmiao Pang
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Reward-Free Continual Adaptation for Resilient Space Robots AI summary
Andrej Orsula, Miguel A. Olivares-Mendez, Carol Martinez
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MOASIC: Skill-Centric Manipulation Planning with Physics Simulation AI summary
Itamar Mishani, Yorai Shaoul, Maxim Likhachev
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PRRTC: GPU-Parallel RRT-Connect for Fast, Consistent, and Low-Cost Motion Planning AI summary
Chih H. Huang, Pranav Jadhav, Brian Plancher, Zachary Kingston
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SSR-ZSON: Zero-Shot Object Navigation Via Spatial-Semantic Relations within a Hierarchical Exploration Framework AI summary
Xiangyi Meng, Delun Li, Zihao Mao, Yi Yang, Wenjie Song
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Autoregressive End-To-End Planning with Time-Invariant Spatial Alignment and Multi-Objective Policy Refinement AI summary
Jianbo Zhao, Taiyu Ban, Xiangjie Li, Xingtai Gui, Hangning Zhou, Lei Liu, Zhao Hongwei, Bin Li
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BFA: Best-Feature-Aware Fusion for Multi-View Fine-Grained Manipulation AI summary
Zihan Lan, Weixin Mao, Haosheng Li, Le Wang, Tiancai Wang, Haoqiang Fan, Osamu Yoshie
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ExBody2: Advanced Expressive Humanoid Whole-Body Control AI summary
Mazeyu Ji, Xuanbin Peng, Fangchen Liu, Jialong LI, Ge Yang, Xuxin Cheng, Xiaolong Wang
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MS-rPPG: Multi-Spectral State Space Model for Remote Photoplethysmography in Driver Monitoring Systems AI summary
Jiho Choi, Sang Jun Lee
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TIGeR: Text-Instructed Generation and Refinement for Template-Free Hand-Object Interaction AI summary
Yiyao Huang, Zhedong Zheng, Ziwei Yu, Yaxiong Wang, Tze Ho Elden Tse, Angela Yao
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TOP: Trajectory Optimization Via Parallel Optimization towards Constant Time Complexity AI summary
Jiajun Yu, Nanhe Chen, Guodong Liu, Chao Xu, Fei Gao, Yanjun Cao
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Thermal Image Refinement with Depth Estimation Using Recurrent Networks for Monocular ORB-SLAM3 AI summary
and Erdal Kayacan
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Compositional Context Fine-Tuning Vision-Language Model for Complex Assembly Action Understanding from Videos AI summary
Hao Zheng, Jinyi Huang, Tiantian Zheng, Xun Xu, Tuka Alhanai
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Awaken Memories with Words: Recursive Visual Imagination and Adaptive Linguistic Grounding for Vision Language Navigation AI summary
Bolei Chen, Jiaxu Kang, Yifei Wang, Ping Zhong, Jianxin Wang
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Correcting Autonomous Vehicle Behavior to Ensure Rule Compliance AI summary
Felipe Toledo, Trey Woodlief, Sebastian Elbaum, Matthew Dwyer
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DOSE3: Diffusion-Based Unified Out-Of-Distribution Detection on SE(3) Trajectories AI summary
Hongzhe Cheng, Tianyou Zheng, Ziyong Ma, Tianyi Zhang, Matthew Johnson-Roberson, Weiming Zhi
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DriveSafe: A Framework for Risk Detection and Safety Suggestions in Driving Scenarios AI summary
Sainithin Artham, Shankar Gangisetty, Avijit Dasgupta, C.V. Jawahar
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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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Low Cost, Easily Manufactured, Highly Flexible Strain and Touch Sensitive Fiber for Robotics Applications AI summary
Christian Diaz Herrera, Srushti Raste, Simin Liu, Miles Modeste, Jiyang (Patton) Yin, Katelyn McCall, Yuxing Jared Yao, Roopkamal Chahal, Simon Chidley, Trung Ha, T. David Westmoreland, Sonia Roberts
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MSDNet: Efficient 4D Radar Super-Resolution Via Multi-Stage Distillation AI summary
Minqing Huang, Shouyi Lu, Boyuan Zheng, Ziyao Li, Xiao Tang, Guirong Zhuo
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Spatial Coordinate Transformation for 3D Neural Implicit Mapping AI summary
Kyeongsu Kang, Seongbo Ha, Sibaek Lee, Hyeonwoo Yu
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ActiveSPN: Active Soft Polyhedral Networks with Pose Estimation for In-Finger Object Manipulation AI summary
Sen Li, Chengxiao Dong, Chaoyang Song, Fang Wan
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Balancing Marker and Markerless Modes in Vision-Based Tactile Sensors with a Translucent Skin AI summary
Oluwatimilehin Tijani, Zhuo Chen, Jiankang Deng, SHAN LUO
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CRAFT: Adapting VLA Models to Contact-Rich Manipulation Via Force-Aware Curriculum Fine-Tuning AI summary
Yike Zhang, Yaonan Wang, Xinxin Sun, Kaizhen Huang, Zhiyuan Xu, Ji Junjie, Zhengping Che, Jian Tang, Kangcheng Liu, Jingtao Sun
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Vision-Language Feature Alignment for Road Anomaly Segmentation AI summary
Zhuolin He, Jiacheng Tang, Jian Pu, Xiangyang Xue
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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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A MARL Approach for Connectivity-Aware Search and Rescue in Urban Environments AI summary
Andrés Meseguer Valenzuela
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DemoDiffusion: One-Shot Human Imitation Using Pre-Trained Diffusion Policy AI summary
Sungjae Park, Homanga Bharadhwaj, Shubham Tulsiani
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Establishing Reality-Virtuality Interconnections in Urban Digital Twins for Superior Intelligent Road Inspection and Simulation AI summary
Yikang Zhang, Chuangwei Liu, Jiahang Li, Yingbing Chen, Jie CHENG, Rui Fan
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IMPACT: Intelligent Motion Planning with Acceptable Contact Trajectories Via Vision-Language Models AI summary
Yiyang Ling, Karan Owalekar, Oluwatobiloba Adesanya, Erdem Bıyık, Daniel Seita
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LIO-HKDT: Fast and Accurate LiDAR-Inertial Odometry with Hash K-D Tree AI summary
Yuexin Mu, Ao Ren, Duo Liu, Murong Wang, Zihao Zhang, Haojie Lu, Yujuan Tan, Kan Zhong
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Semantic-LiDAR-Inertial-Wheel Odometry Fusion for Robust Localization in Large-Scale Dynamic Environments AI summary
Haoxuan Jiang, Peicong Qian, Yusen Xie, Linwei Zheng, Xiaocong Li, Ming Liu, Jun Ma
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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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SupGS-SLAM: Gaussian Splatting SLAM with Efficient Keyframe Strategy and Supplementary Mapping AI summary
Shuai Liu, Yongcai Wang, Wenping Chen, Wang Chen, Deying Li
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Task Robustness Via Re-Labelling Vision-Action Robot Data AI summary
Artur Kuramshin, Ozgur Aslan, Cyrus Neary, Glen Berseth
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