Author

You-Tian Lin

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#diffusion models Sep 2026

Multimodal triplane diffusion transformer for high fidelity 3D shape generation

Extensive experiments demonstrate that the proposed Multimodal Triplane Diffusion Transformer achieves not only superior generalization capability but also significantly enhanced geometric alignment with input images compared to state-of-the-art approaches in the image-to-3D task.

Shuang Wu, You-Tian Lin, Yi-Fei Zeng et al. · Frontiers of Computer Scienc... · 0 citations

Preprint Aug 2026

Procedura: Agentic 3D Modeling with Procedural Control

The paradigm of 3D shape as code is explored, leveraging and scaling the coding ability of an LLM for 3D modeling, and Procedura, a novel 3D modeling agent framework that writes an object as a procedural assembly, a parametric program whose named parts are joined by typed, machine-checkable mates.

You-Tian Lin, Yikang Yang, Zhanpeng Hu et al. · 2 citations · ⚡1