Back to search

Computer Vision

深度展开网络

Deep Unfolding Network

A deep learning architecture that iteratively unfolds an optimization algorithm into a deep neural network structure. It combines the interpretability of traditional optimization methods with the representational power of deep learning. / 一种深度学习架构,将优化算法迭代地展开为深度神经网络结构。它结合了传统优化方法的可解释性与深度学习的表示能力。

Knowledge type
工艺技术
First proposed or discovered
Proposer
Turkey Farm member
Creator
农场主
Last updated
2026-10-22 16:03:50
Login to save this node.

Sub-knowledge points

No connected node yet

Higher-order knowledge points

No connected node yet

Main parameters and performance indicators

No item recorded yet

Open problems

No unresolved problem recorded yet

Related literature

ranked by community stars
DUN-CS: A denoising-based deep unfolding network for image compressive sensingOpen source

Related products and links

No item recorded yet

Creation and modification trail

1 records
automated knowledge publish农场主2026-10-22 16:03:50

Record title: Deep Unfolding Network.