Sparse-coding-based method in super resolution
Yes, sparse-coding-based methods are still important in the field of super-resolution, although their significance has evolved over time. Sparse codin ......GAN！生成对抗网络GAN全维度介绍与实战
本文为生成对抗网络GAN的研究者和实践者提供全面、深入和实用的指导。通过本文的理论解释和实际操作指南，读者能够掌握GAN的核心概念，理解其工作原理，学会设计和训 ......![]()
【城南】如何识别AI生成图？视觉AIGC伪造检测技术综述
如何识别 AI 生成图片？or 如何识别 AIGC 图？or 如何识别 AI 换脸？or AI生成图伪造检测？ 类似的说法有很多种，总之就是利用AI技术来鉴别一张图是不是AI生成的，这种 ......![]()
generative models
A generative model G can be seen as taking a random seed h (say, a sample from a multivariate Normal distribution) and converting it into an output st ......【Basic Knowledge】Self-Attention Generative Adversarial Networks
Note 这是一篇将Self-Attention应用到GAN中的paper，Self-Attention模块是卷积模块的补充，能够有助于建模跨图像区域的长范围、多层次依赖关系。文中主要提到4点： ......![]()
(Pixel2PixelGANs)Image-to-Image translation with conditional adversarial networks
Introduction 1. develop a common framework for all problems that are the task of predicting pixels from pixels. 2. CNNs learn to minimize a loss funct ......![]()
生成式AI对业务流程有哪些影响?企业如何应用生成式AI?一文看懂
集成与融合类ChatGPT工具与技术，以生成式AI变革业务流程 ChatGPT背后的生成式AI，聊聊生成式AI如何改变业务流程 ChatGPT月活用户过亿，生成式AI对组织的业务流程有 ......《Generative Adversarial Networks for Hyperspectral Image Classification 》论文笔记
论文题目：《Generative Adversarial Networks for Hyperspectral Image Classification》 论文作者：Lin Zhu, Yushi Chen, Member, IEEE, Pedram Ghamisi, Member, ......![]()
带你读AI论文丨ACGAN-动漫头像生成
摘要：ACGAN-动漫头像生成是一个十分优秀的开源项目。 本文分享自华为云社区《【云驻共创】AI论文精读会：ACGAN-动漫头像生成》，作者：SpiderMan。 1.1基本信息 • 论文题 ......![]()
Consistency Regularization for GANs
目录 概 主要内容 Zhang H., Zhang Z., Odena A. and Lee H. CONSISTENCY REGULARIZATION FOR GENERATIVE ADVERSARIAL NETWORKS. ICLR, 2020. Zhao Z., Singh S ......![]()
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