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Jan, 2024
双 InfoGAN 用于对比分析
Double InfoGAN for Contrastive Analysis
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Florence Carton, Robin Louiset, Pietro Gori
TL;DR
对比分析（CA）是发现目标领域与背景领域之间的共性和差异的研究，本文介绍了基于GAN和InfoGAN的Double InfoGAN方法，通过高质量的图像生成和信息分离，提升了CA的潜在分离能力和图像质量。
Abstract
contrastive analysis
(CA) deals with the discovery of what is common and what is distinctive of a target domain compared to a background one. This is of great interest in many applications, such as
medical imaging
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