الباحثون

Yanhai Xiong

المنشورات 2

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A Compact Explicit 4D Representation for Dynamic Scenes

Di Yang, Zhihao Li, Yanhai Xiong وآخرون · 2026

A compact dynamic-scene representation must retain both the surfaces seen over time and the appearance needed to render them from new viewpoints. We present Sparc4D, a feed-forward autoencoder that encodes a monocular video with known cameras into a sparse 4D scene state. Static features are shared across the clip, whi …

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VTV-FM: Flow Matching through Variational Terminal-Velocity Closure

Haoyang Jiang, Yuheng Li, Di Yang وآخرون · 2026

Flow matching (FM) learns generative transport by fitting continuous-time motion from a simple source distribution to the data distribution. Most existing methods use first-order bridges: once a source and a target sample are paired, the path is a straight motion with constant velocity. FM with optimal transport (OT) i …

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