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title
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Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation
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site name
author
updated
2026-03-09 12:58:03
raw text
Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation Nautilus: Locality-aware Autoencoder for Scalable Mesh Generation Yuxuan Wang* 1 , Xuanyu Yi* 1 , Haohan Weng* 2 , Qingshan Xu 1 , Xiaokang Wei 3 , Xianghui Yang 2 , Chunchao Guo 2 Long Chen 4 , Hanwang Zhang 1 1 Nanyang Technological University, 2 Tencent Hunyuan, 3 The Hong Kong Polytechnic University, 4 Hong Kong University of Science and Technology (*Equal Contribution) Paper arXiv Code Mesh assets generated by our Nautilus : Given a point cloud or a single image as input, Nautilus enables the direct generation of aesthetic, artist-like mesh assets conditioned on the input. Abstract We propose Nautilus , a locality-aware autoregressive autoencoder for artist-like mesh generation. By leveraging the local properties of manifold meshes, it achieves structural fidelity and efficient representation, ...
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2026-03-09 12:58:03
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