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20242026
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cs.RO2025

FSR-VLN: Fast and Slow Reasoning for Vision-Language Navigation with Hierarchical Multi-modal Scene Graph

Xiaolin Zhou, Tingyang Xiao, Liu Liu +7

Visual-Language Navigation (VLN) is a fundamental challenge in robotic systems, with broad applications for the deployment of embodied agents in real-world environments. Despite re…

cs.CV2025

DreamLifting: A Plug-in Module Lifting MV Diffusion Models for 3D Asset Generation

Ze-Xin Yin, Jiaxiong Qiu, Liu Liu +5

The labor- and experience-intensive creation of 3D assets with physically based rendering (PBR) materials demands an autonomous 3D asset creation pipeline. However, most existing 3…

cs.CV2025

Uni3R: Unified 3D Reconstruction and Semantic Understanding via Generalizable Gaussian Splatting from Unposed Multi-View Images

Xiangyu Sun, Haoyi Jiang, Liu Liu +8

Reconstructing and semantically interpreting 3D scenes from sparse 2D views remains a fundamental challenge in computer vision. Conventional methods often decouple semantic underst…

cs.RO2025

EmbodiedGen: Towards a Generative 3D World Engine for Embodied Intelligence

Xinjie Wang, Liu Liu, Yu Cao +5

Constructing a physically realistic and accurately scaled simulated 3D world is crucial for the training and evaluation of embodied intelligence tasks. The diversity, realism, low…

cs.RO2025

GeoFlow-SLAM: A Robust Tightly-Coupled RGBD-Inertial and Legged Odometry Fusion SLAM for Dynamic Legged Robotics

Tingyang Xiao, Xiaolin Zhou, Liu Liu +5

This paper presents GeoFlow-SLAM, a robust and effective Tightly-Coupled RGBD-inertial SLAM for legged robotics undergoing aggressive and high-frequency motions.By integrating geom…