GitHub topics: invertible-neural-networks
VincentStimper/normalizing-flows
PyTorch implementation of normalizing flow models
Language: Python - Size: 7.44 MB - Last synced at: 1 day ago - Pushed at: 9 months ago - Stars: 840 - Forks: 126
Guaishou74851/IDM
(TPAMI 2025) Invertible Diffusion Models for Compressed Sensing [PyTorch]
Language: Python - Size: 2.87 MB - Last synced at: 15 days ago - Pushed at: 3 months ago - Stars: 132 - Forks: 13
lezcano/geotorch
Constrained optimization toolkit for PyTorch
Language: Python - Size: 6.33 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 678 - Forks: 34
slimgroup/InvertibleNetworks.jl
A Julia framework for invertible neural networks
Language: Julia - Size: 2.11 MB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 164 - Forks: 24
fmagrini/bayesmaps
Accelerating MCMC with Transport map and INN
Size: 3.47 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
JBris/sbi-epidemiology
Simulation based inference for epidemiology
Language: HTML - Size: 836 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0
pfnet-research/graph-nvp
GraphNVP: An Invertible Flow Model for Generating Molecular Graphs
Language: Python - Size: 311 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 92 - Forks: 18
wearepal/nifr
Null-sampling for Interpretable and Fair Representations
Language: Jupyter Notebook - Size: 23.1 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 0
a-doering/learning-inverse-kinematics
Learning inverse kinematics using invertible neural networks and GANs. Research project for "Advanced Deep Learning for Robotics".
Language: Python - Size: 5.88 MB - Last synced at: 7 months ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 4
kleinicke/cINN_on_OCO2
Results of my master thesis. Conditional invertible neural networks in the freia framework were used to dertermine the CO2 concentration using spectra taken by the satellite OCO2.
Language: Python - Size: 1.87 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 1
ermongroup/mintnet
MintNet: Building Invertible Neural Networks with Masked Convolutions
Language: Python - Size: 4.35 MB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 39 - Forks: 8
Shaswat2001/INN_Continuum_Robot
Repository for "Inverse Kinematics of Tendon Driven Continuum Robots using Invertible Neural Network" (CompAuto 2022)
Language: C++ - Size: 50.5 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 2
uprestel/AutoNeRF
Research project for real-time rendering using Neural Radiance Fields (NeRF) and invertible neural networks (INNs)
Language: Jupyter Notebook - Size: 47.8 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 1
ELIFE-ASU/INNLab
A python/pytorch package for invertible neural networks
Language: Python - Size: 361 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 53 - Forks: 7
Howeng98/FrEIA-Implementation
FrEIA sample code
Language: Python - Size: 443 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
ChenWu98/generative-visual-prompt
[NeurIPS 2022] (Amortized) distributional control for pre-trained generative models
Language: Python - Size: 27.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 114 - Forks: 5
hezgit/TDM
Code for Transformed Distribution Matching (TDM) for Missing Value Imputation, ICML 2023
Language: Python - Size: 34.2 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
ThyrixYang/rid-noise-aaai22
RID-Noise: Towards Robust Inverse Design under Noisy Environments
Language: Jupyter Notebook - Size: 67.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0
TomTomTommi/HiNet
Official PyTorch implementation of "HiNet: Deep Image Hiding by Invertible Network" (ICCV 2021)
Language: Python - Size: 5.85 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 74 - Forks: 18
TomTomTommi/DeepMIH
Official repository of "DeepMIH: Deep Invertible Network for Multiple Image Hiding", TPAMI 2022.
Language: Python - Size: 5.07 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 71 - Forks: 8
zabaras/deep-turbulence
Multi-fidelity Generative Deep Learning Turbulent Flows
Language: Python - Size: 275 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 29 - Forks: 6
slimgroup/FastApproximateInference.jl
Code to reproduce results in "Preconditioned training of normalizing flows for variational inference in inverse problems"
Language: Julia - Size: 85 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 2 - Forks: 1
jaekookang/issp2020
Project website for 'Estimating "good" variability in speech production using invertible neural networks' (ISSP 2020)
Language: HTML - Size: 14.8 MB - Last synced at: about 19 hours ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
