可逆神经网络顶级会议论文汇总(2019-2021)

2021 ICLR

Decoupling Global and Local Representations via Invertible Generative Flows

Property Controllable Variational Autoencoder via Invertible Mutual Dependence

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2019 ICLR

Analyzing Inverse Problems with Invertible Neural Networks 

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2020 NeurIPS

Network-to-Network Translation with Conditional Invertible Neural Networks

Coupling-based Invertible Neural Networks Are Universal Diffeomorphism Approximators

Invertible Gaussian Reparameterization: Revisiting the Gumbel-Softmax

Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features

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2019 NeurIPS

Residual Flows for Invertible Generative Modeling

MintNet: Building Invertible Neural Networks with Masked Convolutions

Invertible Convolutional Flow

Discrete Flows: Invertible Generative Models of Discrete Data

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2018 NeurIPS

Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres

Glow: Generative Flow with Invertible 1x1 Convolutions

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2021 ICML

Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference

[abs][Download PDF][Supplementary PDF]

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2021 ICCV

Diverse Image Style Transfer via Invertible Cross-Space Mapping

[pdf] [supp] 


Personalized and Invertible Face De-Identification by Disentangled Identity Information Manipulation

[pdf] 


HiNet: Deep Image Hiding by Invertible Network

[pdf] 

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2019 ICCV

Hiding Video in Audio via Reversible Generative Models

[pdf]

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2021 CVPR


ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows

[pdf] [supp] [arXiv] 

Invertible Denoising Network: A Light Solution for Real Noise Removal

[pdf] [arXiv] 


iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression

[pdf] [supp] [arXiv] 


Invertible Image Signal Processing

[pdf] [supp] [arXiv] 


Large-Capacity Image Steganography Based on Invertible Neural Networks

[pdf] [supp] 


Quality-Agnostic Image Recognition via Invertible Decoder

[pdf] [supp] 


Neural Parts: Learning Expressive 3D Shape Abstractions With Invertible Neural Networks

[pdf] [supp] [arXiv] 

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2020 CVPR

LT-Net: Label Transfer by Learning Reversible Voxel-Wise Correspondence for One-Shot Medical Image Segmentation

[pdf] [supp] [video] 

A Disentangling Invertible Interpretation Network for Explaining Latent Representations

[pdf] [supp] [arXiv] [video] 

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2019 CVPR

Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms

[pdf] 

Reversible GANs for Memory-Efficient Image-To-Image Translation

[pdf] [supp] 


BeautyGlow: On-Demand Makeup Transfer Framework With Reversible Generative Network

[pdf] 

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2021 AAAI

HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference

[pdf]

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2020 AAAI

Two Birds with One Stone: Investigating Invertible Neural Networks for Inverse Problems in Morphology

[pdf]

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2021 IJCAI

PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery

(PDF | Details)

Likelihood-free Out-of-Distribution Detection with Invertible Generative Models

(PDF | Details)

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2021 ACM MM

Enhanced Invertible Encoding for Learned Image Compression

[pdf]

DehazeFlow: Multi-scale Conditional Flow Network for Single Image Dehazing

[pdf]

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2020 ECCV

Invertible Image Rescaling

[pdf] [supplementary material] 

Invertible Zero-Shot Recognition Flows

[pdf] [supplementary material] 

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