Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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STLCG++: A Masking Approach for Differentiable Signal Temporal Logic Specification AI summary
Parv Kapoor, Kazuki Mizuta, Eunsuk Kang, Karen Leung
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Social-Qwen: From Individual Nonverbal Cues and Emotion to Multiparty Social Dynamics Understanding with Instruction Tuning AI summary
Tung Nguyen, Jouh Yeong Chew
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Déjà Vu: Unlocking Transparent Action Reasoning for Object-Goal Navigation Via Large Language Models AI summary
Heming Du, Sen Wang, Li Xue, Yu Xin
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Augmented Reality for RObots (ARRO): Pointing Visuomotor Policies towards Visual Robustness AI summary
Reihaneh Mirjalili, Tobias Thomas Jülg, Florian Walter, Wolfram Burgard
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Deep Reinforcement Learning for Hip Exoskeleton Control Via Predictive Simulation of Reflex-Based Human Gait AI summary
Hossein Barati, Sangdo Kim, Thanh Xuan Nguyen, Jongwon Lee, Young Jin Park
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IVRA: Improving Visual-Token Relations for Robot Action Policy with Training-Free Hint-Based Guidance AI summary
Jongwoo Park, Kanchana Ranasinghe, Jinhyeok Jang, Cristina Mata, Yoo Sung Jang, Michael S. Ryoo
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Refinery: Active Fine-Tuning and Deployment-Time Optimization for Contact-Rich Policies AI summary
Bingjie Tang, Iretiayo Akinola, Jie Xu, Bowen Wen, Dieter Fox, Gaurav Sukhatme, Fabio Ramos, Abhishek Gupta, Yashraj Narang
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COBALT: Crowdsourcing Robot Learning Via Cloud-Based Teleoperation with Smartphones AI summary
Ayush Agarwal, Ansh Gandhi, Jeremy Collins, Omar Rayyan, Aryan Sarswat, Ranjani Koushik, Masoud Moghani, Ajay Uday Mandlekar, Animesh Garg
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Cross-Modal Instructions for Robot Motion Generation AI summary
William Baron, Xiaoxiang Dong, Matthew Johnson-Roberson, Weiming Zhi
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A Self-Supervised Learning Approach with Differentiable Optimization for UAV Trajectory Planning AI summary
Yufei Jiang, Yuanzhu Zhan, Harsh vardhan Gupta, Chinmay Mahendra Borde, Junyi Geng
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From Dream to Action: Hierarchical Policy Learning with 3D World Imagination for Robotic Manipulation AI summary
Wenshuo Wang, Ruiteng Zhao, Tat Joo Teo, Marcelo H Ang Jr, Haiyue Zhu
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GRS-SLAM3R: Real-Time Dense SLAM with Gated Recurrent State AI summary
Guole Shen, Tianchen Deng, Yanbo Wang, Yongtao Chen, Yilin Shen, Jiuming Liu, Jingchuan Wang
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GeoFIK: A Fast and Reliable Geometric Solver for the IK of the Franka Arm Based on Screw Theory Enabling Multiple Redundancy Parameters AI summary
Pablo Lopez-Custodio, Yuhe Gong, Luis Figueredo
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PMG: Parameterized Motion Generator for Human-Like Locomotion Control AI summary
Chenxi Han, Yuheng Min, Zihao Huang, Ao Hong, Hang Liu, Yi Cheng, Houde Liu
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Vision-Guided Robotic Grinding with Deep Learning-Based Bead Segmentation and Digital Twin Verification AI summary
Seong Hyeon Kim, Hyo-Young Kim
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ProVox: Personalization and Proactive Planning for Situated Human-Robot Collaboration AI summary
Jennifer Grannen, Siddharth Karamcheti, Blake Wulfe, Dorsa Sadigh
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DisFlow: Scene Flow from Distance Field for Object Pose, Velocity Tracking, and Surface Reconstruction AI summary
Lan Wu, Sheila Sutjipto, Jennifer Wakulicz, Teresa A. Vidal-Calleja
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OTAS: Open-vocabulary Token Alignment for Outdoor Segmentation AI summary
Simon Schwaiger,, Stefan Thalhammer, Wilfried W ̈ober, and Gerald Steinbauer-Wagner
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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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ROVER - a Multi-Season Dataset for Visual SLAM AI summary
Fabian Schmidt, Julian Daubermann, Marcel Mitschke, Constantin Blessing, Stephan Meyer, Markus Enzweiler, Abhinav Valada
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Development of the Bioinspired Tendon-Driven DexHand 021 with Proprioceptive Compliance Control AI summary
Jianbo Yuan, Zhu Haohua, Jing Dai, Sheng Yi
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Doppler-SLAM: Doppler-Aided Radar-Inertial and LiDAR-Inertial Simultaneous Localization and Mapping AI summary
Dong Wang, Hannes Haag, Daniel Casado Herraez, Stefan May, Cyrill Stachniss, Andreas Nuechter
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FLIP: Flowability-Informed Powder Weighing AI summary
Nikola Radulov, Alex Wright, Thomas Little, Andrew Ian Cooper, Gabriella Pizzuto
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Flow with the Force Field: Learning 3D Compliant Flow Matching Policies from Force and Demonstration-Guided Simulation Data AI summary
Tianyu Li, Yihan Li, Zizhe Zhang, Nadia Figueroa
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Hierarchical LLM-VLA-Controller Integration for Task Generalization AI summary
INHYUK CHOI, Sangmoon Lee
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Dynamic Targeting of Satellite Observations Using Supplemental Geostationary Satellite Data and Hierarchical Planning AI summary
Akseli Kangaslahti, Itai Zilberstein, Alberto Candela, Steve Chien
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AINav: Large Language Model-Based Adaptive Interactive Navigation AI summary
Kangjie Zhou, Yao Mu, Haoyang Song, Yi Zeng, Pengying Wu, Han Gao, Chang Liu
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Embodiment‑Aware Generalist Specialist Distillation for Unified Humanoid Whole-Body Control AI summary
Quanquan Peng, Yunfeng Lin, Yufei Xue, Jiangmiao Pang, Weinan Zhang
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Kilometer-Scale GNSS-Denied UAV Navigation Via Heightmap Gradients: A Winning System from the SPRIN-D Challenge AI summary
Michal Werner, David Čapek, Tomá� Musil, Ondrej Franek, Tomas Baca, Martin Saska
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TinyVPR: Distilling Correct and Confusing Knowledge for Lightweight Visual Place Recognition AI summary
Zhuochen Yang, Runheng Zuo, Xu Yang, Runjiang Dou, Zhe Wang, Liyuan Liu, Shuangming Yu
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Characterization and Evaluation of Screw-Based Locomotion across Aquatic, Granular, and Transitional Media AI summary
Derek Chen, Zoe Samuels, Lizzie Peiros, Sujaan Mukherjee, Michael C. Yip
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Coupled Particle Filters for Robust Affordance Estimation AI summary
Patrick Lowin, Vito Mengers, Oliver Brock
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Robustness-Guaranteed Observer-Based Control Strategy with Modularity for Cleantech EMLA-Driven Heavy-Duty Robotic Manipulator AI summary
Mehdi Heydari Shahna, Mohammad Bahari, Jouni Mattila
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SCOOP'D: Learning Mixed-Liquid-Solid Scooping via Sim2Real Generative Policy AI summary
Kuanning Wang, Yongchong Gu, Yuqian Fu, Zeyu Shangguan, Sicheng He, Xiangyang Xue, Yanwei Fu, Daniel Seita
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User-Centric Object Navigation: A Benchmark with Integrated User Habits for Personalized Embodied Object Search AI summary
Hongcheng Wang, Jinyu Zhu, Hao Dong
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CAPE: Context-Aware Diffusion Policy Via Proximal Mode Expansion for Collision Avoidance AI summary
Rui Heng Yang, Xuan Zhao, Léo Maxime Brunswic, Montgomery Tucker Alban, Matéo Clémente, Tongtong Cao, Jun Jin, Amir Rasouli
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EMG-Based Torque Prediction for Assistive Exoskeleton Control Using Neural Networks with Bounded Generalization Error AI summary
Duy Hoang, Lucas Quesada, Bastien Berret, Olivier BRUNEAU, Laurent Fribourg
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Explicit Memory through Online 3D Gaussian Splatting Improves Class-Agnostic Video Segmentation AI summary
Anthony Opipari, Aravindhan Krishnan, Shreekant Gayaka, Min Sun, Cheng-Hao Kuo, Arnab Sen, Odest Chadwicke Jenkins
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Self-Supervised Point Cloud Single Object Tracking AI summary
Yuheng Liu, Le Hui, Ziyue Zhu, Shaohui Mei, Yigong Zhang, Jin Xie, Jian Yang
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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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A Miniaturized Tendon-Driven Continuum Robot for Direct Laser Deposition AI summary
Luca Raimondi, Matteo Russo, Xin Dong, andy norton, Dragos Axinte
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DextrAH-RGB: Visuomotor Policies to Grasp Anything with Dexterous Hands AI summary
Ritvik Singh, Arthur Allshire, Ankur Handa, Nathan Ratliff, Karl Van Wyk
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Estimating Force Interactions of Deformable Linear Objects from Their Shapes AI summary
Qi Jing Chen, Shilin Shan, Timothy Bretl, Quang-Cuong Pham
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Explaining Failures of Cyber-Physical Systems with Actual Causality AI summary
Khen Elimelech, Tom Yaacov, David A. Kelly, Hana Chockler, Moshe Y. Vardi
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KISS-IMU: Self-Supervised Inertial Odometry with Motion-Balanced Learning and Uncertainty-Aware Inference AI summary
Jiwon Choi, Hogyun Kim, Geonmo Yang, Juhui Lee, Younggun Cho
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BEV-Patch-PF: Particle Filtering with BEV-Aerial Feature Matching for Off-Road Geo-Localization AI summary
Dongmyeong Lee, Jesse Quattrociocchi, Christian Ellis, Rwik Rana, Amanda Adkins, Adam Uccello, Garrett Warnell, Joydeep Biswas
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Tiny-DroNeRF: Tiny Neural Radiance Fields Aboard Federated Learning-Enabled Nano-Drones AI summary
Ilenia Carboni, Elia Cereda, Lorenzo Lamberti, Daniele Malpetti, Francesco Conti, Daniele Palossi
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Image-Based Closed-Loop Control of a Robotically Steerable Endoscopic Cannula for Minimally Invasive Neurosurgery AI summary
Nidhi Malhotra, Revanth Konda, Jaydev P. Desai
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LLM-Handover: Exploiting LLMs for Task-Oriented Robot-Human Handovers AI summary
Andreea Roxana Tulbure, René Zurbruegg, Timm Grigat, Marco Hutter
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Learning What Matters: Task Tailored Dynamics Models through Differentiable MPC AI summary
Jan Węgrzynowski, Piotr Kicki, Grzegorz Czechmanowski, Krzysztof, Tadeusz Walas
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