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Feb, 2021
使用深度生成模型进行逆问题的中间层优化
Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
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Giannis Daras, Joseph Dean, Ajil Jalal, Alexandros G. Dimakis
TL;DR
本文提出 Intermediate Layer Optimization（ILO）算法，用于使用深度生成模型解决逆问题，实验表明该算法在包括图像修复、降噪、超分辨率等领域表现优于现有方法。
Abstract
We propose Intermediate Layer
optimization
(ILO), a novel
optimization
algorithm for solving inverse problems with
deep generative models
.
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