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20182026
most citedPolarization-driven Semantic Segmentation via Efficient Attention-bridged Fusion

108 citations · 175 across the 89 of their papers we have counts for

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18 papers · 1 filter

cs.RO2026

TONAV: Task-Oriented Navigation and Action-Velocity Chunk Learning for Articulated Object Quadrupedal Mobile Manipulation

Haoran Lin, Mingyu Yang, Pengfei Qi +6

Quadruped mobile manipulation requires two tightly coupled capabilities: reaching manipulation-ready configurations and maintaining stable contact throughout articulated-object int…

cs.RO2026

GuideFetch: A Task Coordination Framework for Concurrent Navigation and Object Retrieval in Assistive Robot Dogs

Qian Yin, Ruiping Liu, Kunyu Peng +7

Consider one robot guide dog escorting a blind user to a seat while a second retrieves and delivers an object. We introduce \textsc{GuideFetch}, a framework for coordinating this c…

cs.RO2026

DexPIE: Stable Dexterous Policy Improvement from Real-World Experience

Ruizhe Liao, Wenrui Chen, Liangji Zeng +4

Dexterous manipulation presents substantial challenges for imitation learning due to its high-dimensional action space and complex contact-rich dynamics. Policies trained purely fr…

cs.RO2026

AnyUser: Translating Sketched User Intent into Domestic Robots

Songyuan Yang, Huibin Tan, Kailun Yang +2

We introduce AnyUser, a unified robotic instruction system for intuitive domestic task instruction via free-form sketches on camera images, optionally with language. AnyUser interp…

cs.RO2026

Not an Obstacle for Dog, but a Hazard for Human: A Co-Ego Navigation System for Guide Dog Robots

Ruiping Liu, Jingqi Zhang, Junwei Zheng +8

Guide dogs offer independence to Blind and Low-Vision (BLV) individuals, yet their limited availability leaves the vast majority of BLV users without access. Quadruped robotic guid…

cs.RO2026

Panoramic Multimodal Semantic Occupancy Prediction for Quadruped Robots

Guoqiang Zhao, Zhe Yang, Sheng Wu +5

Panoramic imagery provides holistic 360° visual coverage for environmental perception in quadruped robots. However, existing occupancy prediction methods are primarily designed for…