activity
20232025
most citedFM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation Models

10 citations · 21 across the 8 of their papers we have counts for

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5 papers · 1 filter

cs.RO2025★ 7 cited

Autonomous Flights inside Narrow Tunnels

Luqi Wang, Yan Ning, Hongming Chen +5

Multirotors are usually desired to enter confined narrow tunnels that are barely accessible to humans in various applications including inspection, search and rescue, and so on. Th…

cs.RO2025

SEPT: Standard-Definition Map Enhanced Scene Perception and Topology Reasoning for Autonomous Driving

Muleilan Pei, Jiayao Shan, Peiliang Li +4

Online scene perception and topology reasoning are critical for autonomous vehicles to understand their driving environments, particularly for mapless driving systems that endeavor…

cs.RO2024

WING: Wheel-Inertial Neural Odometry with Ground Manifold Constraints

Chenxing Jiang, Kunyi Zhang, Sheng Yang +3

In this paper, we propose an interoceptive-only odometry system for ground robots with neural network processing and soft constraints based on the assumption of a globally continuo…

cs.RO2024

SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for Autonomous Driving

Lu Zhang, Peiliang Li, Sikang Liu +1

This paper presents a Simple and effIcient Motion Prediction baseLine (SIMPL) for autonomous vehicles. Unlike conventional agent-centric methods with high accuracy but repetitive c…

cs.RO2023★ 3 cited

BEVGPT: Generative Pre-trained Large Model for Autonomous Driving Prediction, Decision-Making, and Planning

Pengqin Wang, Meixin Zhu, Hongliang Lu +5

Prediction, decision-making, and motion planning are essential for autonomous driving. In most contemporary works, they are considered as individual modules or combined into a mult…