no code implementations • 17 Jun 2024 • Rui Zhou, Chenyang Yuan, Frank Permenter, Yanxia Zhang, Nikos Arechiga, Matt Klenk, Faez Ahmed
This model functions as an AI design co-pilot, providing multiple design options for incomplete designs, which we demonstrate using the bicycle design CAD dataset.
no code implementations • 16 Jun 2023 • Nikos Arechiga, Frank Permenter, Binyang Song, Chenyang Yuan
Denoising diffusion models trained at web-scale have revolutionized image generation.
1 code implementation • 8 Jun 2023 • Frank Permenter, Chenyang Yuan
Denoising is intuitively related to projection.
no code implementations • 26 May 2023 • Binyang Song, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Faez Ahmed
Generative AI models have made significant progress in automating the creation of 3D shapes, which has the potential to transform car design.
1 code implementation • 15 Jul 2021 • Liang Xu, Xiaojing Lu, Chenyang Yuan, Xuanwei Zhang, Huilin Xu, Hu Yuan, Guoao Wei, Xiang Pan, Xin Tian, Libo Qin, Hu Hai
While different learning schemes -- fine-tuning, zero-shot, and few-shot learning -- have been widely explored and compared for languages such as English, there is comparatively little work in Chinese to fairly and comprehensively evaluate and compare these methods and thus hinders cumulative progress.