2 papers
cs.LG2025
Contrastive Learning for Semi-Supervised Deep Regression with Generalized Ordinal Rankings from Spectral Seriation
Ce Wang, Weihang Dai, Hanru Bai +1
Contrastive learning methods enforce label distance relationships in feature space to improve representation capability for regression models. However, these methods highly depend…
cs.CE2024
Surface profile recovery from electromagnetic field with physics--informed neural networks
Yuxuan Chen, Ce Wang, Yuan Hui +1
Physics--informed neural networks (PINN) have shown their potential in solving both direct and inverse problems of partial differential equations. In this paper, we introduce a PIN…