AIpparel: A Multimodal Foundation Model for Digital Garments
Kiyohiro Nakayama, Jan Ackermann, Timur Levent Kesdogan, Yang Zheng, Maria Korosteleva, Olga Sorkine-Hornung, Leonidas J. Guibas, Guandao Yang, Gordon Wetzstein
2025年份
7顶会引用
摘要
Figure 1 . AIpparel. We present a multimodal foundation model for digital garments trained by fine-tuning a large multimodal model on a custom sewing pattern dataset using a novel tokenization scheme for these patterns. AIpparel generates complex, diverse, high-quality sewing patterns based on multimodal inputs, such as text and images, and it unlocks new applications such as language-instructed sewing pattern editing. The generated sewing patterns can be directly used to simulate the corresponding 3D garments.
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引用它的顶会 Paper7
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- ReWeaver: Towards Simulation-Ready and Topology-Accurate Garment ReconstructionMing Li, Hui Shan, Kai Zheng, Chentao Shen 等CVPR 2026 · 被引用 2 次
- SwiftTailor: Efficient 3D Garment Generation with Geometry Image RepresentationPhuc Pham, Uy Dieu Tran, Binh-Son Hua, Phong NguyenCVPR 2026
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