半监督的GAN算法
ImprovedGAN
\(
Loss = Loss_{supervised} \ + \lambda * Loss_{unsupervised}
\)
第二项形式与原始的GAN模型类似。
参考: Improved Techniques for Training GANs
代码: https://github.com/Sleepychord/ImprovedGAN-pytorch/blob/master/ImprovedGAN.py
--- 她说, 她是仙,她不是神
\(
Loss = Loss_{supervised} \ + \lambda * Loss_{unsupervised}
\)
第二项形式与原始的GAN模型类似。
参考: Improved Techniques for Training GANs
代码: https://github.com/Sleepychord/ImprovedGAN-pytorch/blob/master/ImprovedGAN.py