Searching…
Softmax GAN is a novel variant of Generative Adversarial Network (GAN). The key idea of Softmax GAN is to replace the classification loss in the original GAN with a softmax cross-entropy loss in the sample space of on...
GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.
GAN在过去几年里已成为深度学习中最热门的子领域之一，Yann LeCun说GAN是过去10年机器学习最有趣的想法。 看完后，你应该对： GAN是什么 具体要做一个简单的GAN应该怎么做 GAN能做啥 都很清楚了！ 目录： GAN简介 (与图灵学习和纳什均衡的关系) 使用“垃圾邮件识别“进行详细说明 (定义混淆矩阵 ...
TF-GAN is a lightweight library for training and evaluating Generative Adversarial Networks (GANs). Can be installed with pip using pip install tensorflow-gan, and used with import tensorflow_gan as tfgan Well-tested ...
做 GAN 有一段时间了，可以回答下这个问题。 G是你的任务核心，最后推理用的也是G，所以G的LOSS是要下降收敛接近0的，G的目标是要欺骗到D。 而成功的训练中，由于要达到G欺骗D的目的，所以D的Loss是不会收敛的，在G欺骗D的情况下，D的LOSS会在0.5左右。
扩散模型为什么会这么火，本质上相比于GAN到底好在哪里，可以详细的分析一下吗?
The Progressive GAN code repository contains a command-line tool for recreating bit-exact replicas of the datasets that we used in the paper. The tool also provides various utilities for operating on the datasets:
Each type of GAN is contained in its own folder and has a make_GAN_TYPE function. For example, make_bigbigan creates a BigBiGAN with the format of the GeneratorWrapper above. The weights of all GANs except those in Py...
生成对抗网络 (Generative Adversarial Network, GAN) 是一类神经网络，通过轮流训练判别器 (Discriminator) 和生成器 (Generator)，令其相互对抗，来从复杂概率分布中采样，例如生成图片、文字、语音等。GAN 最初由 Ian Goodfellow 提出，原论文见 [1406.2661] Generative Adversarial Networks
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on. - PaddlePaddle/PaddleGAN
