机器学习---Gradient descent Algorithm 前言 从寒假入门机器学习开始,陆陆续续的看了很多期吴恩达教授的视频,回到学校后决定继续这门课程的学习,这也是我的兴趣所在,也算当作对自己未来的风向标和考研之余对专业学习的深入研究。 接下来我将对教授在所讲授课程中梯度下降及之前的内容进行总结 概念 1.机器学习的定义...
GAN-QP GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint arxiv:https://arxiv.org/abs/1811.07296 blog:https://kexue.fm/archives/6163 environment The test environment is Python 2.7.12 Keras 2.2.4 tensorflow 1.8 ...
Motivated by the Generative adversarial networks (GAN) [12], adversarial learning has been successfully ex- plored in various research fields including domain adapta- tion [4, 36, 42]. In Domain Adversarial Neural Network (DANN) [9], the authors propose a gradient reversal...