2 papers
stat.ML2026
Interpreting FCDNNs via RG on Exponential Family
Fuzhou Gong, Zigeng Xia
We consider establishing the interpretability theory of deep learning through constructing a corresponding relationship between the renormalization group (RG) method in statistical…
cs.LG2018
Generate the corresponding Image from Text Description using Modified GAN-CLS Algorithm
Fuzhou Gong, Zigeng Xia
Synthesizing images or texts automatically is a useful research area in the artificial intelligence nowadays. Generative adversarial networks (GANs), which are proposed by Goodfell…