BriefGPT.xyz
May, 2023
将优化轨迹与扩散模型对齐以用于约束设计生成
Aligning Optimization Trajectories with Diffusion Models for Constrained Design Generation
HTML
PDF
Giorgio Giannone, Akash Srivastava, Ole Winther, Faez Ahmed
TL;DR
该文介绍了一种使用扩散优化模型(DOM)和轨迹对齐(TA)来生成高性能和可制造设计的学习框架。实验结果表明,相较于先进的深度生成模型,DOM能够提高设计性能且降低推理计算成本,为实现大规模数据驱动设计的广泛应用打下基础。
Abstract
generative models
have had a profound impact on vision and language, paving the way for a new era of multimodal generative applications. While these successes have inspired researchers to explore using
generative models
→