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Guole Shen

3 accepted papers

2026

GRS-SLAM3R: Real-Time Dense SLAM with Gated Recurrent State

ICRA 2026poster

DUSt3R-based end-to-end scene reconstruction has recently shown promising results in dense visual SLAM. However, most existing methods only use image pairs to estimate pointmaps, overlooking spatial memory and global consistency. To this end, we introduce GRS-SLAM3R, an end-to-end SLAM framework for…

2025

MNE-SLAM: Multi-Agent Neural SLAM for Mobile Robots

CVPR 2025poster

Neural implicit scene representations have recently shown promising results in dense visual SLAM. However, existing implicit SLAM algorithms are constrained to single-agent scenarios, and fall difficulty in large indoor scenes and long sequences. Existing multi-agent SLAM frameworks cannot meet the…

2024

PLGSLAM: Progressive Neural Scene Represenation with Local to Global Bundle Adjustment

CVPR 2024poster

Neural implicit scene representations have recently shown encouraging results in dense visual SLAM. However existing methods produce low-quality scene reconstruction and low-accuracy localization performance when scaling up to large indoor scenes and long sequences. These limitations are mainly due…

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