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
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2019 NeurIPS
Residual Flows for Invertible Generative Modeling
MintNet: Building Invertible Neural Networks with Masked Convolutions
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
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
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
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2020 CVPR
A Disentangling Invertible Interpretation Network for Explaining Latent Representations
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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
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
Likelihood-free Out-of-Distribution Detection with Invertible Generative Models
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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
[pdf] [supplementary material]