2 papers
cs.GR2026
KDH-CAD: Knowledge-data hybrid CAD learning under data scarcity
Ziqin Gao, Zhijie Yang, Qiang Zou
Deep learning in computer-aided design (CAD) remains fundamentally constrained by the data scarcity challenge: authentic CAD data is difficult to collect at scale, while synthetic…
cs.CV2025
DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning
Ziqi Gao, Qiufu Li, Linlin Shen
Compared to 2D data, the scale of point cloud data in different domains available for training, is quite limited. Researchers have been trying to combine these data of different do…