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Shuyu Wu

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Preprint Oct 2026

EagleDepth: Efficient Fine-Grained Depth Estimation via Pixel Diffusion Decoder

Recovering detailed geometry from high-resolution images is critical for precise perception of the surroundings and objects. However, existing methods which use latent-space modeling and VAE reconstruction can compromise geometric details. Furthermore, decoding from latent codes introduces substantial inference overhea...

Bo-Wen Chai, Tian-Bao Zhang, Shu-Yu Wu et al. · 0 citations
Jul 2026

Learning Agile Navigation in Crowded Environments for Quadruped Robots

This work proposes VOP-Nav, a novel navigation system that combines the geometric safety of VO with the agile adaptability of end-to-end learning and validates the system's robustness and efficiency in complex indoor and outdoor dynamic environments.

Shuyu Wu, Zeyu Liu, Tian-Bao Zhang et al. · 1 citation
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

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