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Author

Yi-Peng Zhu

2 papers indexed here

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Preprint Aug 2026

NemoSplat: Feed-Forward 4D Gaussian Splatting for Media-Aware Underwater Reconstruction

Reconstructing photorealistic scenes in unconstrained underwater environments remains challenging due to severe media-induced light scattering and unpredictable dynamic objects. Recent feed-forward visual foundation models have demonstrated remarkable capabilities in generalized novel view synthesis and tracking. Howev...

Xiao-Peng Guo, W. Tse, Yi-Peng Zhu et al. · 0 citations
Preprint Sep 2026

Continuous Actions from Discrete Minds: Latent-Aligned Planning for End-to-End Autonomous Driving

Bridging the gap between the discrete reasoning of Vision-Language Models and the continuous, physics-constrained nature of autonomous driving remains a significant challenge. In this work, we introduce LaPla, a unified Vision-Language-Action (VLA) framework featuring latent-aligned planning to seamlessly ground semant...

Ruo-Yu Yao, Yu-Sen Xie, Qing-Zhao Liu et al. · 0 citations

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