2 papers
cs.LG2024
Efficiency for Free: Ideal Data Are Transportable Representations
Peng Sun, Yi Jiang, Tao Lin
Data, the seminal opportunity and challenge in modern machine learning, currently constrains the scalability of representation learning and impedes the pace of model evolution. In…
cs.LG2024
Unsupervised Learning Method for the Wave Equation Based on Finite Difference Residual Constraints Loss
Xin Feng, Yi Jiang, Jia-Xian Qin +2
The wave equation is an important physical partial differential equation, and in recent years, deep learning has shown promise in accelerating or replacing traditional numerical me…