Author

Hesheng Wang

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Preprint Aug 2026

GaussianDWM++: Language-Grounded 3D Gaussian Driving World Model for Unified Scene Understanding, Editing, and Multi-Modal Generation

This work proposes a foundation-feature Gaussian driving world model that unifies scene understanding, language-grounded reasoning, controllable 4D editing, and multi-modal generation within a single framework and introduces a foundation-feature Gaussian tokenizer that directly distills Qwen/SigLIP visual-language feat...

Tianchen Deng, Xue-Feng Chen, Shuang Wu et al. · 0 citations

Preprint Aug 2026

Multi-Submap Implicit Neural SLAM with Local-to-Global Loop Closure for Large-Scale Scene Reconstruction

This paper presents a robust, large-scale neural SLAM system featuring a multi-submap architecture and a dual-tier loop closure mechanism, and proposes a progressive mapping strategy that dynamically allocates neural submaps to maintain high-fidelity representations without memory explosion.

Tianchen Deng, Chongdi Wang, Nailin Wang et al. · 0 citations