4 papers
World SLAM Model: Joint World Modeling for SLAM and Navigation
Minghui Qin, Yijun Yuan, Weicheng Zheng +7
We introduce World SLAM Model (WSM), a unified framework that brings the SLAM paradigm directly into downstream navigation. Rather than treating SLAM merely as an upstream module t…
SLAMFormer-: Infinite SLAM Transformer for Unbounded Frontend and Backend Processing
Zhijian Fang, Weicheng Zheng, Yijun Yuan +7
We introduce the Infinite SLAM Transformer (SLAMFormer-), the first geometric transformer capable of supporting both long-range frontend and backend processing without an e…
Complet4R: Geometric Complete 4D Reconstruction
Weibang Wang, Kenan Li, Zhuoguang Chen +2
We introduce Complet4R, a novel end-to-end framework for Geometric Complete 4D Reconstruction, which aims to recover temporally coherent and geometrically complete reconstruction f…
SLAM-Former: Putting SLAM into One Transformer
Yijun Yuan, Zhuoguang Chen, Kenan Li +5
We present SLAM-Former, a neural approach that integrates full SLAM capabilities into a single transformer. Similar to traditional SLAM systems, SLAM-Former comprises both a fronte…