Author

You-Jia Zhang

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Preprint Sep 2026

MeshOctave: Vertex Split-and-Rewire Cascades for Native Mesh Generation

Generating compact, artist-style meshes with explicit topology typically relies on autoregressive models which incur prohibitive sequential per-token costs, or continuous flow models that depend on heuristic connectivity decoders. Next-scale generation paradigms offer a compelling alternative by enabling parallel intra...

Jun-Kai Lin, Tian-Hao Zhao, Hang Long et al. · 0 citations

Preprint Sep 2026

MoVT: Video-Augmented Motion Tokenizer for Text-to-Motion Generation

MoVT is introduced, a novel framework that effectively leverages the extensive range of human action videos to enhance text-to-motion generation and performs favorably against prior state-of-the-art methods across multiple key metrics.

Bei-Bei Jing, Tian-Le Guo, You-Jia Zhang et al. · 0 citations