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normalizing-flow

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VincentStimper /normalizing-flows

PyTorch implementation of normalizing flow models

pytorch variational-inference density-estimation invertible-neural-networks variational-autoencoder glow normalizing-flow real-nvp residual-flow neural-spline-flow

UpdatedAug 25, 2024
Python

andreas128 /SRFlow

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

paper image-manipulation super-resolution normalizing-flow

UpdatedDec 8, 2022
Jupyter Notebook

JingyunLiang /HCFlow

Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)

flow super-resolution image-super-resolution normalizing-flow iccv2021 image-rescaling face-image-super-resolution image-sr

UpdatedSep 29, 2021
Python

InvertibleNetworks.jl

slimgroup /InvertibleNetworks.jl

A Julia framework for invertible neural networks

machine-learning deep-learning julia julia-language bayesian-inference normalizing-flows invertible-neural-networks normalizing-flow deep-invertible-networks invertible-1x1-convolutions

UpdatedOct 1, 2025
Julia

cics-nd /pde-surrogate

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

generative-model energy-based-model porous-media-flow normalizing-flow physics-constrained reverse-kld

UpdatedOct 18, 2019
Python

senya-ashukha /real-nvp-pytorch

Real NVP PyTorch a Minimal Working Example | Normalizing Flow

deep-learning pytorch density-estimation normalizing-flows nf normalizing-flow real-nvp

UpdatedNov 6, 2020
Jupyter Notebook

LowLevelAI /GLARE

Official implementation of GLARE, which is accpeted by ECCV 2024.

codebook normalizing-flow low-light-image-enhancement eccv24

UpdatedJun 12, 2025
Python

hongyehu /RG-Flow

This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link:https://arxiv.org/abs/2010.00029

computer-vision generative-model representation-learning sparse-coding hierarchical-models renormalization-group normalizing-flow

UpdatedAug 22, 2022
Python

cfinlay /ffjord-rnode

Regularized Neural ODEs (RNODE)

generative-model density-estimation normalizing-flow neural-ode

UpdatedJul 16, 2021
Python

li012589 /NeuralRG

Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

pytorch ising-model renormalization-group normalizing-flow

UpdatedOct 2, 2019
Python

mulns /PerVFI

Official code base of "Perception-Oriented Video Frame Interpolation via Asymmetric Blending" (CVPR 2024), also denoted as ''PerVFI''.

video normalizing-flow video-frame-interpolation

UpdatedJan 11, 2025
Python

lollcat /fab-torch

Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.

annealed-importance-sampling normalizing-flow boltzmann-distribution boltzmann-generator

UpdatedMar 11, 2024
Python

HeSunPU /DPI

Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging

uncertainty-quantification computational-imaging interferometry mri-reconstruction normalizing-flow

UpdatedApr 28, 2022
Jupyter Notebook

e-hulten /maf

PyTorch implementation of the Masked Autoregressive Flow

pytorch density-estimation normalizing-flow maf-layer papamakarios

UpdatedJan 21, 2021
Python

StatMixedML /DGBM

Distributional Gradient Boosting Machines

machine-learning xgboost lightgbm decision-trees quantile-estimation uncertainty-quantification gradient-boosting probabilistic-modeling normalizing-flow distributional-regression

UpdatedDec 13, 2022

djosix /IconFlow

Code for "Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization", CVPR 2022.

machine-learning computer-vision deep-learning artificial-intelligence image-colorization cvpr colorization automatic-colorization u-net normalizing-flow continuous-normalizing-flows sketch-colorization conditional-normalizing-flows cvpr2022

UpdatedJun 28, 2022
Python

for0nething /FACE-A-Normalizing-Flow-based-Cardinality-Estimator

A pytorch implementation for FACE: A Normalizing Flow based Cardinality Estimator

learned-database query-optimization unsupervised-learning cardinality-estimation density-estimation normalizing-flow deep-generative-model learned-database-components

UpdatedOct 5, 2023
Python

abdulfatir /planar-flow-pytorch

Pytorch implementation of Planar Flow

variational-autoencoder normalizing-flow

UpdatedDec 2, 2019
Jupyter Notebook

dongheehand /unsplash2K

Unsplash2K dataset: 2K resolution high quality images

dataset super-resolution normalizing-flow

UpdatedApr 13, 2021

jackgoffinet /ffjord-lite

A minimal working example of Free-Form Jacobian of Reversible Dynamics

normalizing-flow pytorch-implementation minimal-working-example

UpdatedDec 24, 2019
Python

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