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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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1602 result(s) for “Deep Learning Methods” Page 19 of 33
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Surgical Video Understanding with Label Interpolation AI summary
Garam Kim, Tae Kyeong Jeong, Juyoun Park
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SE(3)-LIO: Smooth IMU Propagation with Jointly Distributed Poses on SE(3) Manifold for Accurate and Robust LiDAR-Inertial Odometry AI summary
Gunhee Shin, Seungjae Lee, Jei Kong, Young-Woo Seo, Hyun Myung
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FreeTacMan: Robot-Free Visuo-Tactile Data Collection System for Contact-Rich Manipulation AI summary
Longyan Wu, Checheng Yu, Jieji Ren, Li Chen, Yufei Jiang, Ran Huang, Guoying Gu, Hongyang Li
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Intraoperative Tumor Localization Using Sweeping Palpation in Robot-Assisted Minimally Invasive Surgery (RMIS) AI summary
Jeongbin Hong, Yunjeong Lee, Youngjun Ryu, Hyoryong Lee, Joowon Park, Sukho Park
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First, Learn What You Don't Know: Active Information Gathering for Driving at the Limits of Handling AI summary
Alexander Davydov, Franck Djeumou, Marcus Greiff, Makoto Suminaka, Michael Thompson, John Subosits, Thomas Lew
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LSV-Loc: LiDAR to Street View Image Crossmodal Localization AI summary
Sangmin Lee, Donghyun Choi, Jee-Hwan Ryu
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Global Planning for Object Navigation Via a Weighted Traveling Repairman Problem Formulation AI summary
Ruimeng Liu, Xinhang Xu, Shenghai Yuan, Lihua Xie
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Localized Graph-Based Neural Dynamics Models for Terrain Manipulation AI summary
Chaoqi Liu, Yunzhu Li, Kris Hauser
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LiHi-GS: LiDAR-Supervised Gaussian Splatting for Highway Driving Scene Reconstruction AI summary
Pou-Chun Kung, Xianling Zhang, Katherine Skinner, Nikita Jaipuria
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Robust SG-NeRF: Robust Scene Graph Aided Neural Surface Reconstruction AI summary
Yi Gu,∗, Dongjun Ye,∗, Zhaorui Wang,∗, Jiaxu Wang, Jiahang Cao, Mingle Zhao, Renjing Xu
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Imagine2Act: Leveraging Object-Action Motion Consistency from Imagined Goals for Robotic Manipulation AI summary
Liang Heng, Jiadong XU, Yiwen Wang, Xiaoqi Li, Muhe Cai, Yan Shen, Juan Zhu, Guanghui Ren, Hao Dong
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OmniVLA: Physically-Grounded Multimodal VLA with Unified Multi-Sensor Perception for Robotic Manipulation AI summary
Heyu Guo, Shanmu Wang, Ruichun Ma, Shiqi Jiang, Yasaman Ghasempour, Omid Abari, Baining Guo, Lili Qiu
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ROPA: Synthetic Robot Pose Generation for RGB-D Bimanual Data Augmentation AI summary
Jason Chen, I-Chun Arthur Liu, Gaurav Sukhatme, Daniel Seita
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FiLM-Nav: Efficient and Generalizable Navigation Via VLM Fine-Tuning AI summary
Naoki Yokoyama, Sehoon Ha
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Task-Aware and Structure-Knowledge-Guided Quantization for End-To-End YOLO Object Detection AI summary
MingHua Zhu, Liangwei Li, Shunan Zhou, Jingfei Jiang, Jinwei Xu
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X-Diffusion: Training Diffusion Policies on Cross-Embodiment Human Demonstrations AI summary
Maximus Pace, Prithwish Dan, Chuanruo Ning, Atiksh Bhardwaj, Moyun Du, Edward Duan, Wei-Chiu Ma, Kushal Kedia
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PACER: Preference-Conditioned All-Terrain Costmap Generation AI summary
Luisa Mao, Garrett Warnell, Peter Stone, Joydeep Biswas
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STAGE: STyle-Controllable Action GEneration for Personalized Autonomous Driving AI summary
Zihao Liu, Xing Liu, Yizhai Zhang, Panfeng Huang
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SMARTPOSE: Development of a Sample-Efficient, Model-Agnostic, Robust, Two-Stage POSE Estimator for Unknown Satellites AI summary
Yash Kishorbhai Joshi, Suresh Sundaram
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V2V-LLM: Vehicle-To-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models AI summary
Hsu-kuang Chiu, Ryo Hachiuma, Chien-Yi Wang, Stephen F. Smith, Yu-Chiang Frank Wang, Min-Hung Chen
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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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VLM-SFD: VLM-Assisted Siamese Flow Diffusion Framework for Dual-Arm Cooperative Manipulation AI summary
Jiaming Chen, Yiyu Jiang, Aoshen Huang, Yang Li, Wei Pan
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FDSPC: Fast and Direct Smooth Motion Planning Via Continuous Curvature Integration AI summary
Zong Chen, Haoluo Shao, Ben Liu, Siyuan Qiao, Yu Zhou, Yiqun Li
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Collaborative Planning with Concurrent Synchronization for Operationally Constrained UAV-UGV Teams AI summary
Zihao Deng, Qianhuang Li, Peng Gao, Maggie Wigness, John G. Rogers III, Donghyun Kim, Hao Zhang
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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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Sparse Variable Projection in Robotic Perception: Exploiting Separable Structure for Efficient Nonlinear Optimization AI summary
Alan Papalia, Nikolas Sanderson, Haoyu Han, HENG YANG, Hanumant Singh, Michael Everett
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Factorizing Diffusion Policies for Observation Modality Prioritization AI summary
Omkar Deepak Patil, Prabin Kumar Rath, Kartikay Milind Pangaonkar, Eric Rosen, Nakul Gopalan
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A Photorealistic Dataset and Vision-Based Algorithm for Anomaly Detection During Proximity Operations in Lunar Orbit AI summary
Selina Leveugle, Chang Won Lee, Svetlana Stolpner, Chris Langley, Paul Grouchy, Steven Lake Waslander, Jonathan Kelly
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TagaVLM: Topology-Aware Global Action Reasoning for Vision-Language Navigation AI summary
Jiaxing Liu, Zexi Zhang, Xiaoyan Li, Boyue Wang, Yongli Hu, Baocai Yin
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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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Residual Off-Policy RL for Finetuning Behavior Cloning Policies AI summary
Lars Ankile, Zhenyu Jiang, Yan Duan, Guanya Shi, Pieter Abbeel, Anusha Nagabandi
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LAMP: Implicit Language Map for Robot Navigation AI summary
Sibaek Lee, Hyeonwoo Yu, Giseop Kim, Sunwook Choi
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Adaptive Event Stream Slicing for Open-Vocabulary Event-Based Object Detection Via Vision-Language Knowledge Distillation AI summary
Jinchang Zhang, Zijun Li, Jiakai Lin, Guoyu Lu
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MonoDuo: Using One Robot Arm to Learn Bimanual Policies AI summary
Sandeep Bajamahal, Lawrence Yunliang Chen, Toru Lin, Zehan Ma, Jitendra Malik, Ken Goldberg
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Estimation of Gait Phase of Human Stair Descent Walking Based on Phase Variable Approach AI summary
MyeongJu Cha, Pilwon Hur
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AssemMate: Graph-Based LLM for Robotic Assembly Assistance AI summary
QI ZHENG, Chaoran Zhang, Zijian Liang, Ente Lin, Shubo Cui, Qinghongbing Xie, Zhaobo Xu, Long Zeng
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HIPPo: Harnessing Image-To-3D Priors for Model-Free Zero-Shot 6D Pose Estimation AI summary
Yibo Liu, Zhaodong Jiang, Binbin Xu, Guile Wu, Yuan Ren, Tongtong Cao, Bingbing Liu, Rui Heng Yang, Amir Rasouli, Jinjun Shan
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DASP: Self-Supervised Nighttime Monocular Depth Estimation with Domain Adaptation of Spatiotemporal Priors AI summary
Yiheng Huang, Junhong Chen, Anqi Ning, Zhanhong Liang, Nick Michiels, Luc Claesen, Wenyin Liu
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Radio-Based Multi-Robot Odometry and Relative Localization AI summary
Andrés Martínez-Silva, David Alejo, Luis Merino, Fernando Caballero
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A Lightweight Physics-Informed Neural Network for Sim-To-Real of Biped Robot AI summary
Yan Liu, XiZhe Zang, Xuehe Zhang, Chao Song, Boyang Chen, Jie Zhao
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Improving Robotic Manipulation Robustness Via NICE Scene Surgery AI summary
Sajjad Pakdamansavoji, MOZHGAN POURKESHAVARZ, Adam Sigal, Zhiyuan Li, Rui Heng Yang, Amir Rasouli
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Fine-Grained Classification for Depth Estimation from Monocular Microscopy for Robotic Micromanipulation of Motile Cells AI summary
Yu Sun,∗and Zhuoran Zhang,,∗
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HiCrowd: Hierarchical Crowd Flow Alignment for Dense Human Environments AI summary
Yufei Zhu, Shih-Min Yang, Martin Magnusson, Allan Wang
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MOVE: A Simple Motion-Based Data Collection Paradigm for Spatial Generalization in Robotic Manipulation AI summary
Huanqian Wang, chi bene chen, yang yue, Danhua Tao, Tong Guo, Shaoxuan Xie, Denghang Huang, Shiji Song, Guocai Yao, Gao Huang
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AI-IO: An Aerodynamics-Inspired Real-Time Inertial Odometry for Quadrotors AI summary
Jiahao Cui, Feng Yu, Linzuo Zhang, Yu Hu, Danping Zou
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GeoGS-SLAM: Online Monocular Reconstruction Using Gaussian Splatting with Geometric Priors AI summary
Ruilan Gao, Letian Jin, Yu Zhang
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CATALYST: Cognitive-To-Autonomy-Inspired Two-Stage Training Data Generation with Local-System-Aware Selection Technique AI summary
Taehoon Kim, Sehoon Oh
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Low-Latency Event-Based Velocimetry for Quadrotor Control in a Narrow Pipe AI summary
Leonard Bauersfeld, Davide Scaramuzza
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Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval AI summary
Davide Buoso, Luke Robinson, Giuseppe Averta, Philip Torr, Tim Franzmeyer, Daniele De Martini
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SIGMA: An Agent-Based Modeling UAV Swarm Simulator for Swarm Intelligence Algorithms AI summary
Sheng Zhang, Juan Li, Chang Liu, Lei Fu, Zehao Bai, Jie Li
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