可逆网络 推荐博客/论文汇总
【2021 CVPR】
Invertible Denoising Network: A Light Solution for Real Noise Removal
iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression
Invertible Image Signal Processing
Large-Capacity Image Steganography Based on Invertible Neural Networks
Quality-Agnostic Image Recognition via Invertible Decoder
Neural Parts: Learning Expressive 3D Shape Abstractions With Invertible Neural Networks
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows
1. 细水长flow之NICE：流模型的基本概念与实现
细水长flow之NICE：流模型的基本概念与实现 - 知乎
原文链接：
NICE: Non-linear Independent Components Estimation
2. RealNVP与Glow：流模型的传承与升华
RealNVP与Glow：流模型的传承与升华 - 知乎
原文链接：
Density estimation using Real NVP
Glow: Generative Flowwith Invertible 1×1 Convolutions
3. 可逆ResNet：极致的暴力美学
可逆ResNet：极致的暴力美学 - 知乎
原文链接：
Invertible Residual Networks
4. Residual Flows for Invertible Generative Modeling
原文链接：
Residual Flows for Invertible Generative Modeling
5. Reversible GANs for Memory-efficient Image-to-Image Translation
原文链接：
Reversible GANs for Memory-efficient Image-to-Image Translation
6. 读论文：Analyzing Inverse Problems with Invertible Neural Networks
读论文：Analyzing Inverse Problems with Invertible Neural Networks | Jame's Blog
原文链接：
Analyzing Inverse Problems with Invertible Neural Networks
7. ECCV 2020 Oral | 可逆图像缩放：完美恢复降采样后的高清图片 - 云+社区 - 腾讯云
ECCV 2020 Oral | 可逆图像缩放：完美恢复降采样后的高清图片 - 云+社区 - 腾讯云
[论文阅读]Invertible Image Rescaling - 知乎
原文链接：
Invertible Image Rescaling
8. 大幅减少GPU显存占用：可逆残差网络(The Reversible Residual Network)
大幅减少GPU显存占用：可逆残差网络(The Reversible Residual Network) - 光彩照人 - 博客园
原文链接：
The Reversible Residual Network: Backpropagation Without Storing Activations
9. 论文笔记：i-REVNET: DEEP INVERTIBLE NETWORKS [ICLR2018]
论文笔记：i-REVNET: DEEP INVERTIBLE NETWORKS [ICLR2018]_想变有趣的EMMA-CSDN博客
原文链接：
i-RevNet: Deep Invertible Networks
10. FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models
原文链接：
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models