Research Analyzer

ICRA 2026

2898 papers · 2898 AI summaries · 2026

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789 result(s) for “vision-language models” Page 3 of 16
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FiLM-Nav: Efficient and Generalizable Navigation Via VLM Fine-Tuning AI summary
Naoki Yokoyama, Sehoon Ha
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Fast ECoT: Efficient Embodied Chain-Of-Thought Via Thoughts Reuse AI summary
Zhekai Duan, Yuan Zhang, Shikai Geng, gaowen liu, Joschka Boedecker, Chris Xiaoxuan Lu
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Notes-To-Self: Scratchpad Augmented VLAs for Memory Dependent Manipulation Tasks AI summary
Sanjay Haresh, Daniel Dijkman, Apratim Bhattacharyya, Memisevic Roland
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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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RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation AI summary
Yuming Jiang, Siteng Huang, Shengke Xue, Yaxi Zhao, Jun Cen, Sicong Leng, Kehan Li, Jiayan Guo, Kexiang Wang, Mingxiu Chen, Fan Wang, Deli Zhao, Xin Li
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SceneComplete: Open-World 3D Scene Completion in Cluttered Real World Environments for Robot Manipulation AI summary
Aditya Agarwal, Gaurav Singh, Bipasha Sen, Tomas Lozano-Perez, Leslie Kaelbling
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GraspControl: Text-Sketch Instruction As an Interface for Controllable Grasp Synthesis AI summary
XiaoPeng Wen, songtao tian, Yi Sun
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The Challenges of Using Robots to Automate the Recycling of Electronic Devices AI summary
Ale� Ude, Mihael Simonič, Boris Kuster, Matija Mavsar, Martin Bem, Sebastian Ruiz, Minija Tamosiunaite, Manuel Giuseppe Catalano, Vinicio Tincani, Antonio Bicchi, Kübra Karacan, Hamid Sadeghian, Sami Haddadin, Riccardo Persichini, Hannes Fröhlich, Florentin Wörgötter
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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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Adaptor: Advancing Assistive Teleoperation with Few-Shot Learning and Cross-Operator Generalization AI summary
Yu Liu, Yihang Yin, Tianlv Huang, Fei Yan, Yuan Xu, Weinan Hong, Wei Han, Yue Cao, Xiangyu Chen, Zipei Fan, Xuan Song
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Relationship-Aware Hierarchical 3D Scene Graph for Task Reasoning AI summary
Albert Gassol Puigjaner, Angelos Zacharia, Kostas Alexis
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DISCO: Language-Guided Manipulation with Diffusion Policies and Constrained Inpainting AI summary
Ce Hao, Kelvin Lin, Zhiwei Xue, Siyuan Luo, Harold Soh
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UM3D: Towards a Unified Multimodal 3D Shape Generation Model AI summary
Xian-Feng Han, Zecheng Zhang, Xuran He, Ming-Jie Wang
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Bridging Large-Model Reasoning and Real-Time Control Via Agentic Fast-Slow Planning AI summary
Jiayi Chen, Shuai Wang,∗, Guangxu Zhu,∗, and Chengzhong Xu
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Narrate2Nav: Real-Time Visual Navigation with Implicit Language Reasoning in Human-Centric Environments AI summary
Amirreza Payandeh, Anuj Pokhrel, Daeun Song, Marcos Zampieri, Xuesu Xiao
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Formal Safety Verification and Refinement for Generative Motion Planners Via Certified Local Stabilization AI summary
Devesh Nath, Haoran Yin, Glen Chou
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MoE-Powered Fast VLMs Via Curriculum Learning-Based Knowledge Distillation: Taming Regular and Corner Cases in Autonomous Driving AI summary
Xue Zhao, Zhou Fang
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The Price Is Not Right: Neuro-Symbolic Methods Outperform VLAs on Structured Long-Horizon Manipulation Tasks with Significantly Lower Energy Consumption AI summary
Timothy R. Duggan, Pierrick Lorang, Hong Lu, Matthias Scheutz
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GUIDES: Guidance Using Instructor-Distilled Embeddings for Pre-Trained Robot Policy Enhancement AI summary
Minquan Gao, Xinyi Li, Qing Yan, Xiaojian Sun, Xiaopan Zhang, Chien-Ming Huang, Jiachen Li
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RANGER: A Monocular Zero-Shot Semantic Navigation Framework through Visual Contextual Adaptation AI summary
Ming-Ming Yu, Yi Chen, Börje F. Karlsson, Wenjun Wu
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SCIZOR: A Self-Supervised Approach to Data Curation for Large-Scale Imitation Learning AI summary
Yu Zhang, Yuqi Xie, Huihan Liu, Rutav Shah, Michael Wan, Linxi Fan, Yuke Zhu
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Galaxy Open-World Dataset and G0 Dual-System VLA Model AI summary
TAO JIANG, Tianyuan Yuan, Yicheng Liu, Chenhao Lu, Jianning Cui, Xiao Liu, Shuiqi Cheng, Jiyang Gao, Huazhe Xu, Hang Zhao
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Robot Control Stack: A Lean Ecosystem for Robot Learning at Scale AI summary
Tobias Thomas Jülg, Pierre Krack, Seongjin Bien, Yannik Blei, Khaled Gamal, Ken Nakahara, Johannes Hechtl, Roberto Calandra, Wolfram Burgard, Florian Walter
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Gold Points Sniper: Self-guided Visual Reasoning in VLM for Fine-grained Action Understanding AI summary
Haodi Liu, Xinhang Yang, Kunda Yan, Sen Cui, Zeyu Zhang, Changshui Zhang
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Distracted Robot: How Visual Clutter Undermine Robotic Manipulation AI summary
Amir Rasouli, Montgomery Tucker Alban, Sajjad Pakdamansavoji, Zhiyuan Li, Zhanguang Zhang, Yangzheng Wu, Xuan Zhao
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Seeing Farther and Smarter: Value-Guided Multi-Path Reflection for VLM Policy Optimization AI summary
Yanting Yang, Shenyuan Gao, Qingwen Bu, Li Chen, Dimitris N. Metaxas
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EmbodiedCoder: Parameterized Embodied Mobile Manipulation Via Modern Coding Model AI summary
Zefu Lin, Rongxu Cui, Chen Hanning, Xiangyu Wang, Junjia Xu, Xiaojuan Jin, Chen Wenbo, Hui Zhou, Lue Fan, Wenling Li, Zhaoxiang Zhang
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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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When Attention Betrays: Erasing Backdoor Attacks in Robotic Policies by Reconstructing Visual Tokens AI summary
Mengde Li, Jifeng Xuan∗and Miao Li,,∗
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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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StreamVLN: Streaming Vision-And-Language Navigation Via SlowFast Context Modeling AI summary
MENG WEI, Chenyang Wan, Xiqian Yu, Tai Wang, Yuqiang Yang, Xiaohan Mao, Chenming Zhu, Wenzhe Cai, Hanqing Wang, Yilun Chen, Xihui Liu, Jiangmiao Pang
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TWIST2: Scalable, Portable, and Holistic Humanoid Data Collection System AI summary
Yanjie Ze, Siheng Zhao, Weizhuo Wang, Angjoo Kanazawa, Yan Duan, Pieter Abbeel, Guanya Shi, Jiajun Wu, Karen Liu
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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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KITE: Keyframe-Indexed Tokenized Evidence for VLM-Based Robot Failure Analysis AI summary
in its failure explanation, the VLM references the BEV diagram to infer that the cup’s position remains unchanged.
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SFCo-Nav: Efficient Zero-Shot Visual Language Navigation Via Collaboration of Slow LLM and Fast Attributed Graph Alignment AI summary
Chaoran Xiong, Litao Wei, Xinhao Hu, Kehui Ma, Ziyi Xia, Zixin Jiang, Zhen Sun, Ling Pei
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RoboSQ: Semantic Queries for Task-Aligned Robot Training Data AI summary
Kaiyuan Chen, Shuangyu Xie, Kush Hari, Andrew Goldberg, Kavish Kondap, Ken Goldberg
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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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Lightweight Visual Reasoning for Socially-Aware Robots AI summary
Alessio Galatolo, Ronald Cumbal, Alexandros Rouchitsas, Katie Winkle, Didem Gurdur Broo, Ginevra Castellano
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Cross-Embodiment Transfer Via Behavior-Aligned Representations AI summary
Ajay Sridhar, Jensen Gao, Jonathan Yang, Jean Mercat, Suneel Belkhale, Dorsa Sadigh
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AutoFocus-IL: VLM-Based Saliency Maps for Data-Efficient Visual Imitation Learning without Extra Human Annotations AI summary
Litian Gong, Fatemeh Bahrani, Yutai Zhou, Amin Banayeeanzade, Jiachen Li, Erdem Bıyık
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Hierarchical LLM-VLA-Controller Integration for Task Generalization AI summary
INHYUK CHOI, Sangmoon Lee
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Mini Diffuser: Fast Multi-Task Diffusion Policy Training Using Two-Level Mini-Batches AI summary
Yutong Hu, Pinhao Song, Kehan Wen, Renaud Detry
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PEEK: Guiding and Minimal Image Representations for Zero-Shot Generalization of Robot Manipulation Policies AI summary
Jesse Zhang, Marius Memmel, Kevin Kim, Dieter Fox, Jesse Thomason, Fabio Ramos, Erdem Bıyık, Abhishek Gupta, Anqi Li
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RAZER: Robust Accelerated Zero-Shot 3D Open-Vocabulary Panoptic Reconstruction with Spatio-Temporal Aggregation AI summary
Naman Patel, Prashanth Krishnamurthy, Farshad Khorrami
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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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FASIONAD: Adaptive Uncertainty-Gated Fast�Slow Fusion Framework for Safe Autonomous Driving AI summary
Ziang Luo, Sicong Jiang, Kangan Qian, Zilin Huang, Tianze Zhu, Siwen Jiao, Jinyu Miao, Zheng Fu, Yang Zhong, Yunlong Wang, Hao YE, Mengmeng Yang, Kun Jiang, Diange Yang
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Boosting Zero-Shot VLN Via Abstract Obstacle Map-Based Waypoint Prediction with TopoGraph-And-VisitInfo-Aware Prompting AI summary
Boqi Li, Siyuan Li, Weiyi Wang, Anran Li, Zhong Cao, Henry Liu
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STRIVE: Structured Representation Integrating VLM Reasoning for Efficient Object Navigation AI summary
Haokun Zhu, Zongtai Li, Zhixuan Liu, Wenshan Wang, Ji Zhang, Jonathan Francis, Jean Oh
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CoDex: Learning Compositional Dexterous Functional Manipulation without Demonstrations AI summary
Bowen Jiang [University of Texas at Austin], William Reger [University of Texas at Austin], Roberto Martín-Martín [University of Texas at Austin]
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IDfRA: Self-Verification for Iterative Design in Robotic Assembly AI summary
Nishka Khendry, Christos Margadji, Sebastian William Pattinson
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