Author

Wenjun Wu

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Preprint Aug 2026

LiteMVS: Efficient Multi-View Stereo with Foundation Distillation and Expert Aggregation

LiteMVS is a lightweight multi-view depth estimation model that integrates plane-sweep geometric reasoning with strong monocular semantic and structural priors and employs a Mixture-of-Experts (MoE) formulation to enable adaptive geometric aggregation across depth hypotheses.

Tian-Bao Zhang, Zeyu Liu, Shuyu Wu et al. · 0 citations