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ICRA 2026

2898 papers · 2898 AI summaries · 2026

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2802 result(s) for “Deep Learning for Visual Perception” Page 3 of 57
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Memory-Maze: Scenario Driven Visual Language Navigation Benchmark for Guiding Blind People AI summary
Renato Alexandre Ribeiro, Simon Chu, and Shigeo Morishima
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Keypoint Semantic Integration for Improved Feature Matching in Outdoor Agricultural Environments AI summary
Rajitha de Silva, Jacob Swindell, Jonathan Cox, Marija Popovic, Cesar Cadena, Cyrill Stachniss, Riccardo Polvara
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Floating-Base Deep Lagrangian Networks AI summary
Lucas Schulze, Juliano Negri, Victor Barasuol, Vivian Suzano Medeiros, Marcelo Becker, Jan Peters, Oleg Arenz
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X-Nav: Learning End-To-End Cross-Embodiment Navigation for Mobile Robots AI summary
Haitong Wang, Aaron Hao Tan, Angus Fung, Goldie Nejat
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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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Transfer Your Safety: Learning Transferable Model-Free Safety Filters from a Single Policy to Enhance Safety across Diverse Tasks AI summary
Junjun Xie, Siru Li, Shuhao Zhao, Xiaochen Xie and Liang Hu∗
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Vision-Guided Outdoor Flight and Obstacle Evasion Via Reinforcement Learning AI summary
Shiladitya Dutta, Aayush Gupta, Varun Saran, Avideh Zakhor
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NuRisk: A Visual Question Answering Dataset for Agent-Level Risk Assessment in Autonomous Driving AI summary
Yuan Gao, Mattia Piccinini, Roberto Brusnicki, Yuchen Zhang, Johannes Betz
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Deep Sensorimotor Control by Imitating Predictive Models of Human Motion AI summary
Himanshu Gaurav Singh, Pieter Abbeel, Jitendra Malik, Antonio Loquercio
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MUSE: Multimodal Uncertainty Quantification of State Estimation AI summary
Minkyung Kim, Henry Che, Bhargav Chandaka, Bhumsitt Pramuanpornsatid, Chengyu Yang, Sheng Cheng, Xiaofeng Wang, NAIRA HOVAKIMYAN, Shenlong Wang
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Background Fades, Foreground Leads: Curriculum-Guided Background Pruning for Efficient Foreground-Centric Collaborative Perception AI summary
Yuheng Wu, Xiangbo Gao, Quang Tau, Zhengzhong Tu, Dongman Lee
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GRAM: Generalization in Deep RL with a Robust Adaptation Module AI summary
James Queeney, Xiaoyi Cai, Alexander Schperberg, Radu Corcodel, Mouhacine Benosman, Jonathan How
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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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EMPERROR: A Flexible Generative Perception Error Model for Probing Self-Driving Planners AI summary
Niklas Hanselmann, Simon Doll, Marius Cordts, Hendrik Peter Asmus Lensch, Andreas Geiger
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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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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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Real-World Robot Control by Deep Active Inference With a Temporally Hierarchical World Model AI summary
Kentaro Fujii, Shingo Murata
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TactEx: An Explainable Multimodal Robotic Interaction Framework for Human-Like Touch and Hardness Estimation AI summary
Felix Verstraete, Lan Wei, WEN FAN, Dandan Zhang
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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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Enhancing VLA Precision in Robotic Manipulation Via FiLM-Based Force/Torque-Vision Integration AI summary
Gunhee Nam, Ayoung Hong
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Endoscopic Spine Surgical View Enhancement Via Diffusion-Prior Contrastive and Physics-Informed Constraints for Robotic Navigation AI summary
Haojie Han, Longfei Ma, Kai Xu, suxi gu, Shipeng Zhang, Guochen Ning, Fang Chen, Hongen Liao
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Depth-Constrained ASV Navigation with Deep RL and Limited Sensing AI summary
Amirhossein Zhalehmehrabi, Daniele Meli, Francesco Dal Santo, Francesco Trotti, Alessandro Farinelli
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User-Tailored Learning to Forecast Walking Modes for Exosuits AI summary
Gabriele Abbate, Enrica Tricomi, Nathalie Gierden, Alessandro Giusti, Lorenzo Masia, Antonio Paolillo
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SurgAM: Surgical Affordance Map Prediction with Multimodal Feature Fusion for Robot Autonomy AI summary
Lei Song, Yonghao Long, Mengya Xu, Jiayi Geng, Xiuyuan Chen, Qi Dou
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U2E: Uncertainty-Aware Modeling and Uncertainty-Guided Exploration with Deep Ensemble for Quadrupedal Robot AI summary
Zitong Bai, Yince Gao, Naiyuan Liu, Yiming Huang, Xiaolong Yu, Wei Wang
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Agile in the Face of Delay: Asynchronous End-To-End Learning for Real-World Aerial Navigation AI summary
Yude Li, Zhexuan Zhou, Huizhe Li, Youmin Gong, Jie Mei
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ConTact: Contrastive Tactile Alignment for Sim-To-Real Robotic Manipulation AI summary
Yanlin Lai, YINZHAO DONG, Chun Yuan, Cheng Zhou
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Active Perception for Deformable Linear Objects Stiffness Estimation AI summary
Chengxiao Dong, Alessio Caporali, Hongyu Lan, Gianluca Palli
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ArthroCut: Autonomous Policy Learning for Robotic Bone Resection in Knee Arthroplasty AI summary
Xu Lu, Yiling Zhang, Wenquan Cheng, Longfei Ma, Fang Chen, Hongen Liao
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Direct Contact-Tolerant Motion Planning with Vision Language Models AI summary
He Li, Jian Sun, Chengyang Li, Guoliang Li, Qiyu Ruan, Shuai Wang,, and Chengzhong Xu
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NOVA: Navigation Via Object-Centric Visual Autonomy for High-Speed Target Tracking in Unstructured GPS-Denied Environments AI summary
Alessandro Saviolo, Giuseppe Loianno
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Sce2DriveX: A Generalized MLLM Framework for Scene-To-Drive Learning AI summary
Zhao Rui, Yuan Qirui, li jinyu, Hu Haofeng, Li Yun, Gao Zhenhai, Gao Fei
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LPAC: Learnable Perception-Action-Communication Loops with Applications to Coverage Control AI summary
Saurav Agarwal, Ramya Muthukrishnan, Walker Gosrich, Vijay Kumar, Alejandro Ribeiro
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ViTaS: Visual Tactile Soft Fusion Contrastive Learning for Visuomotor Learning AI summary
Yufeng Tian, Shuiqi Cheng, Tianming Wei, Tianxing Zhou, Yuanhang Zhang, Zixian Liu, Qianwei Han, Zhecheng Yuan, Huazhe Xu
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Learning-Based Fusion for Robust Multi-Spectral Visual Servoing AI summary
Enrico Fiasche, Siddharth Singh Savner, Ezio Malis, Philippe Martinet
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Unsupervised Domain Adaptation for Robust Imitation Learning under Visual Perturbations AI summary
Yasuhiro Kato, Thomas Westfechtel, Jen-Yen Chang, Naoki Morihira, Akinobu Hayashi, Tatsuya Harada, Takayuki Osa
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MolmoAct: Action Reasoning Models That Can Reason in Space AI summary
Jason Lee, Jiafei Duan, Haoquan Fang, Yuquan Deng, Shuo Liu, Boyang Li, Bohan Fang, Jieyu Zhang, Yi Ru Wang, Sangho Lee, Winson Han, Wilbert Pumacay, Angelica Wu, Rose Hendrix, Karen Farley, Eli VanderBilt, Ali Farhadi, Dieter Fox, Ranjay Krishna
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SonarSweep: Fusing Sonar and Vision for Robust 3D Reconstruction Via Plane Sweeping AI summary
Lingpeng Chen, Jiakun Tang, Pui Yi Chui, Junfeng Wu, Ziyang Hong
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PointSFDA: Source-Free Domain Adaptation for Point Cloud Completion AI summary
Xing He, Zhe Zhu, Liangliang Nan, Wenshuo Peng, Honghua Chen, Mingqiang Wei
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Perception-Driven Estimation of Terrain Motion Resistance for UGVs AI summary
Tom Bourbon, Stephanie Aravecchia, Cedric Pradalier
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Built Different: Tactile Perception to Overcome Cross-Embodiment Capability Differences in Collaborative Manipulation AI summary
William van den Bogert, Madhavan Iyengar, Nima Fazeli
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The Temporal Trap: Entanglement in Pre-Trained Visual Representations for Visuomotor Policy Learning AI summary
Nikolaos Tsagkas, Andreas Sochopoulos, Duolikun Danier, Chris Xiaoxuan Lu, Oisin Mac Aodha
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Exploiting Vulnerabilities: Universal Adversarial Attacks on Vision-Language-Action Models in Robotics AI summary
Songhua Yang, Ziyu Liu, Yuanwei Liu, Xuetao Li, Xuanye Fei, He Huang, Zheng WANG, Miao Li
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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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Robust Monocular Visual Odometry Via Dual-Paradigm Curriculum Learning AI summary
Assaf Lahiany, Oren Gal
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M2G-Net: Multimodal Mutual-Guidance Network for LiDAR Depth and Intensity Completion AI summary
Donghyun Choi, Sangmin Lee, Jee-Hwan Ryu
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Visual Grounding Via Heterogeneous Representation Learning and Hierarchical Reasoning of Human-To-Vehicle Commands AI summary
Hao Wang, Suining He, Kang G. Shin
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Learning Unified Probabilistic Spatial Relation Representation from Visual Demonstrations AI summary
Paul Emil Hannuschka, Jianfeng Gao, Tamim Asfour
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RGA-Net: A Vision Enhancement Framework for Robotic Surgical Systems Using Reciprocal Attention Mechanisms AI summary
Quanjun Li, Weixuan Li, Han Xia, Junhua Zhou, Chi Man Pun, Chen Xuhang
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NSF-HRPT: Neural Semantic Field Meets Hierarchical Risk Perception Tree for Safety-Critical Scenario Assessment AI summary
Yu Zhao, Jiangyu Pan, Tao Hu, Ming Yin, Fan Yang, Jiangfan Liu, Xiubo Liang
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