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Author

Zirui Wang

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#artificial intelligence Preprint Oct 2026

LiFi: LiDAR Generation from Multi-View Images via Geometric and Semantic Collaborative Guidance

Generating LiDAR point clouds from multi-view camera images is a valuable task with applications in controllable data synthesis, cross-modal simulation and various perception tasks. However, most existing methods are not specifically designed for this task, and the quality of their generated LiDAR remains limited. More...

Si-Zhuo Zhou, Xiao-Song Jia, Fan-Rui Zhang et al. · 0 citations
Preprint Sep 2026

StereoGaussians: Feed-Forward 3D Gaussian Splatting from Stereo Images

Feed-forward 3D Gaussian Splatting (3DGS) enables reconstruction without per- scene optimisation, but practical stereo-camera applications require nearby-view extrapolation beyond the input views. Stereo depth anchors visible surfaces, yet rendering newly exposed regions also requires learned appearance and additional...

Bo-Yuan Tian, Huang-Ying Zhan, Zhan Li et al. · 0 citations

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