Least Squares Generative Adversarial Networks.pdf LSGANs基本思想 LSGANs的英文全称是Least Squares GANs。这篇文章针对的是标准GAN生成的图片质量不高以及训练过程不稳定这两个缺陷进行改进。改进方法就是将GAN的目标函数由交叉熵损失换成最小二乘损失,而且这一个改变同时解决了两个缺陷。
Semi Supervised Learning for Few Shot Image to Image Translation In the last few years, unpaired image-to-image translation has witnessed remarkable progress. Although the latest methods are able to generate realist
Introduction to Convolutional Neural Networks全英文.pdf 1Introduction2 2Preliminaries3 2.1Tensorandvectorization.......................3 2.2Vectorcalculusandthechainrule.................4 3CNNinanutshell5 3