BriefGPT.xyz
Jun, 2024
VIRL:面向少样本制造可行性估计的容量感知表示学习
VIRL: Volume-Informed Representation Learning towards Few-shot Manufacturability Estimation
HTML
PDF
Yu-hsuan Chen, Jonathan Cagan, Levent Burak kara
TL;DR
利用VIRL先行训练的预训练模型在有限数据集上展现了改进的推广能力和更强的性能,在大型数据集上表现优良。
Abstract
designing for manufacturing
poses significant challenges in part due to the
computation bottleneck
of Computer-Aided Manufacturing (CAM) simulations. Although deep learning as an alternative offers fast inference
→