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Garment sewing patterns are fundamental design elements that bridge the gap between design concepts and practical manufacturing.
Layer normalization, 2016
Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton · 2016
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Learning a shared shape space for multimodal garment design
Tuanfeng Y. Wang, Duygu Ceylan, Jovan Popović, and Niloy J. Mitra · 2018
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Decoupled weight decay regularization, 2019
Ilya Loshchilov and Frank Hutter · 2019
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Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko · 2020
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Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
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GAN-based garment generation using sewing pattern images
Yu Shen, Junbang Liang, and Ming C. Lin · 2020
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Ruibin Xiong, Yunchang Yang, Di He, Kai Zheng, Shuxin Zheng, Chen Xing, Huishuai Zhang, Yanyan Lan, Liwei Wang, and Tieyan Liu · 2020
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Estimating garment patterns from static scan data
Seungbae Bang, Maria Korosteleva, and Sung-Hee Lee · 2021
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Generating datasets of 3D garments with sewing patterns, 2021
Maria Korosteleva and Sung-Hee Lee · 2021
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Learning transferable visual models from natural language supervision
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Structure-preserving 3D garment modeling with neural sewing machines
Xipeng Chen, Guangrun Wang, Dizhong Zhu, Xiaodan Liang, Philip Torr, and Liang Lin · 2022
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Accelerate: Training and inference at scale made simple, efficient and adaptable
Sylvain Gugger, Lysandre Debut, Thomas Wolf, Philipp Schmid, Zachary Mueller, Sourab Mangrulkar, Marc Sun, and Benjamin Bossan · 2022
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NeuralTailor: Reconstructing sewing pattern structures from 3D point clouds of garments
Maria Korosteleva and Sung-Hee Lee · 2022
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3D clothed human reconstruction in the wild
Gyeongsik Moon, Hyeongjin Nam, Takaaki Shiratori, and Kyoung Mu Lee · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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GarmentCode: Programming parametric sewing patterns
Maria Korosteleva and Olga Sorkine-Hornung · 2023
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Towards garment sewing pattern reconstruction from a single image
Lijuan Liu, Xiangyu Xu, Zhijie Lin, Jiabin Liang, and Shuicheng Yan · 2023
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William Peebles and Saining Xie · 2023
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Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach · 2023
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DeepCloth: Neural garment representation for shape and style editing
Zhaoqi Su, Tao Yu, Yangang Wang, and Yebin Liu · 2023
Text2CAD: Generating sequential CAD models from beginner-to-expert level text prompts
Mohammad Sadil Khan, Sankalp Sinha, Talha Uddin Sheikh, Didier Stricker, Sk Aziz Ali, and Muhammad Zeshan Afzal · 2024
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GarmentCodeData: A dataset of 3D made-to-measure garments with sewing patterns, 2024
Maria Korosteleva, Timur Levent Kesdogan, Fabian Kemper, Stephan Wenninger, Jasmin Koller, Yuhan Zhang, Mario Botsch, and Olga Sorkine-Hornung · 2024
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GarmentDreamer: 3DGS guided garment synthesis with diverse geometry and texture details, 2024
Boqian Li, Xuan Li, Ying Jiang, Tianyi Xie, Feng Gao, Huamin Wang, Yin Yang, and Chenfanfu Jiang · 2024
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SPnet: Estimating garment sewing patterns from a single image of a posed user
Seungchan Lim, Sumin Kim, and Sung-Hee Lee · 2024
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Improved baselines with visual instruction tuning, 2024
Haotian Liu, Chunyuan Li, Yuheng Li, and Yong Jae Lee · 2024
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IP-Adapter: Text compatible image prompt adapter for text-to-image diffusion models
Hu Ye, Jun Zhang, Sibo Liu, Xiao Han, and Wei Yang · 2023
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Adding conditional control to text-to-image diffusion models
Lvmin Zhang, Anyi Rao, and Maneesh Agrawala · 2023
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ChatGarment: Garment estimation, generation and editing via large language models, 2024
Siyuan Bian, Chenghao Xu, Yuliang Xiu, Artur Grigorev, Zhen Liu, Cewu Lu, Michael J. Black, and Yao Feng · 2024
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BlenderAuthors · 2024
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Panelformer: Sewing pattern reconstruction from 2D garment images
Cheng-Hsiu Chen, Jheng-Wei Su, Min-Chun Hu, Chih-Yuan Yao, and Hung-Kuo Chu · 2024
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Single-view 3D garment reconstruction using neural volumetric rendering
Yizheng Chen, Rengan Xie, Sen Yang, Linchen Dai, Hongchun Sun, Yuchi Huo, and Rong Li · 2024
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Multimodal latent diffusion model for complex sewing pattern generation, 2024
Shengqi Liu, Yuhao Cheng, Zhuo Chen, Xingyu Ren, Wenhan Zhu, Lincheng Li, Mengxiao Bi, Xiaokang Yang, and Yichao Yan · 2024
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Llama-3.1-8b instruct model
MetaAI · 2024
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AIpparel: A large multimodal generative model for digital garments, 2024
Kiyohiro Nakayama, Jan Ackermann, Timur Levent Kesdogan, Yang Zheng, Maria Korosteleva, Olga Sorkine-Hornung, Leonidas J. Guibas, Guandao Yang, and Gordon Wetzstein · 2024
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3D clothed human model reconstruction based on single-view in-the-wild image data
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VQ-CAD: Computer-aided design model generation with vector quantized diffusion
Hanxiao Wang, Mingyang Zhao, Yiqun Wang, Weize Quan, and Dong-Ming Yan · 2024
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BrepGen: A B-rep generative diffusion model with structured latent geometry
Xiang Xu, Joseph Lambourne, Pradeep Jayaraman, Zhengqing Wang, Karl Willis, and Yasutaka Furukawa · 2024
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Design2Cloth: 3D cloth generation from 2D masks
Jiali Zheng, Rolandos Alexandros Potamias, and Stefanos Zafeiriou · 2024
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Design2GarmentCode: Turning design concepts to tangible garments through program synthesis, 2024
Feng Zhou, Ruiyang Liu, Chen Liu, Gaofeng He, Yong-Lu Li, Xiaogang Jin, and Huamin Wang · 2024
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WordRobe: Text-guided generation of textured 3D garments
Astitva Srivastava, Pranav Manu, Amit Raj, Varun Jampani, and Avinash Sharma · 2025
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