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]