generative-modeling

There are 2 repositories under generative-modeling topic.

janosh / awesome-normalizing-flows
Awesome resources on normalizing flows.
normalizing-flows bayesian-neural-networks variational-inference density-estimation generative-modeling autoregressive machine-learning awesome-list bayesian-inference
Language:Python 1296
koba-jon / pytorch_cpp
Deep Learning sample programs using PyTorch in C++
pytorch libtorch cpp deep-learning linux convolutional-autoencoder autoencoder vae dcgan u-net pix2pix dagmm multiclass-classification dimensionality-reduction generative-modeling image-to-image-translation semantic-segmentation anomaly-detection object-detection yolo
Language:C++ 235
IBM / regression-transformer
Regression Transformer (2023; Nature Machine Intelligence)
ibm-research-ai deep-learning generative-modeling language-model gt4sd regression-transformer
Language:Python 126
hmdolatabadi / denoising_diffusion
Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)
generative-modeling image-generation pytorch-lightning denoising-diffusion
Language:Python 87
LituRout / OptimalTransportModeling
The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.
optimal-transport generative-modeling image-restoration pytorch inpainting colorization denoising
Language:Jupyter Notebook 51
SHI-Yu-Zhe / generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
adversarial-learning bayesian-inference diffusion-model energy-based-model langevin-dynamics mcmc-sampling score-based-generative-modeling variational-inference generative-modeling equilibrium-sampling non-equilibrium-sampling
43
Regenerator / dpf-nets
Flow-based generative model for 3D point clouds.
autoencoder deep-learning generative-modeling normalizing-flows point-clouds reconstruction
Language:Python 42
nce
lifeitech / nce
Noise Contrastive Estimation (NCE) in PyTorch
pytorch nce energy-based-model generative-modeling machine-learning noise-contrastive-estimation
Language:Python 27
jarridrb / DEM
Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.
generative-modeling probabilistic-inference
Language:Python 23
janosh / torch-mnf
Multiplicative Normalizing Flows in PyTorch.
generative-modeling normalizing-flows pytorch
Language:Python 20
LRS_NF
hmdolatabadi / LRS_NF
[AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".
normalizing-flows generative-modeling likelihood-based
Language:Python 18
giulio98 / functional-diffusion-processes
Official code for Continuous-Time Functional Diffusion Processes (NeurIPS 2023).
diffusion-processes flax functional generative-modeling hydra jax score-based-generative-models stochastic-partial-differential-equations hilbert-spaces
Language:Python 14
anish-lakkapragada / FaceMorpher
Watch faces morph into each other with StyleGAN 2, StyleGAN, and DCGAN!
gans interpolation generating-faces generative-modeling
Language:Python 9
tqch / poisson-jump
Official Implementation of Paper "Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling" (ICML 2023)
count-data diffusion-models generative-modeling
Language:Python 9
krisrs1128 / generative_review
Code accompanying "Generative Models: An Interdisciplinary Perspective"
generative-modeling paper review statistics
Language:HTML 7
XinyiYS / CML-RewardDistribution
The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.
federated-learning collaborative-learning generative-modeling
Language:Python 5
mhannani / ggm
synthesising Gnawa music (GGm) using WaveGan, a special kind of Adversarial Generative Networks (GANs).
wavenet generative-modeling ai dl gcp wave audio-synthesis
Language:JavaScript 3
morris-frank / unsupervised-source-separation
Code for 2011.01761
generative-modeling probabilistic source-separation music-modeling
Language:Python 3
sayakpaul / GAN-Hacks
Contains my experimentations with the popular GAN architectures and training methods.
tensorflow generative-modeling gans
Language:Jupyter Notebook 3
appeler / naamkaran
generative model for names
names pytorch generative-modeling
Language:Jupyter Notebook 2
cosmoduende / r-generative-art
StrangeR things: Creating Generative Art… with R?. How to create Generative Art without much effort and without being an artist with the "aRtsy" package
generative-art generative-model generative-artists art generative-design generative-modeling r-package artsy artsy-api r-programming r-language r-studio r-stats programming-art arts generativeart generative-models nft-generator nft-collections art-collection
Language:R 2
Shimanogov / kissde
This is keep-it-simple-and-stupid realization of Score-Based Generative Modeling through Stochastic Differential Equations.
cifar10 generative-modeling kiss-principle learning pytorch score-based score-based-generative-modeling
Language:Python 2
zilaeric / asyrp-extension
Reproduction and extension of "Diffusion Models Already Have a Semantic Latent Space" by Kwon et al. (2023).
diffusion-models generative-modeling latent-space asyrp
Language:Jupyter Notebook 2
edwinthomas444 / cheese_advertisement_generator
An LLM based tool for generation of cheese advirtisements
advertisement-generation data-to-text decoder-model encoder-decoder-architecture generative-modeling text-generation large-language-models
Language:Jupyter Notebook 1
jiajiexiao / SeqInfer
A Python library to infer from sequences
deep-learning featurization generative-modeling sequence-learning
Language:Python 1
TADSGroup / KernelODETransport
Code for "Diffeomorphic Measure Matching with Kernels for Generative Modeling"
generative-modeling kernel-methods measure-transport normalizing-flows reproducing-kernel-hilbert-spaces diffeomorphic-matching
Language:Python 1
Amadeus-System / Amadeus-System
density-functional-theory molecular-dynamics-simulation geometric-deep-learning generative-modeling graph-neural-networks
0
JakobHavtorn / benchmarking-lvms
Official source code repository for the paper "Benchmarking Generative Latent Variable Models for Speech"
generative-modeling speech-modelling likelihood variational-inference
Language:Python 0
ml-dev-world / sonic-synth
This repository is a comprehensive guide and toolkit for music generation, featuring diverse algorithms, deep learning models, and creative techniques to inspire and assist in the composition of unique musical pieces.
audio-processing code-examples machine-learning pytorch audio-generation generative-modeling music-generation
0
scDiffEq / scDiffEq
dynamical-systems generative-modeling single-cell
Language:Jupyter Notebook 0
birajpandey / KernelODETransport
Code for "Diffeomorphic Measure Matching with Kernels for Generative Modeling.'
diffeomorphic generative-modeling image-registration kernel-methods measure-transport normalizing-flows reproducing-kernel-hilbert-spaces
Language:Python
ivallesp / VAE
Variational Autoencoders simple implementation
variational-autoencoders deep-learning generative-modeling
Language:Python
kunaldudhavat / Personalized-text-to-image-generator
Implementation of the personalized image to text generation framework proposed in the paper: VICO: Plug and Play Visual Condition for Personalized Text-to-Image Generation
diffusion-models generative-modeling text-to-image
Language:Python
LukasDrews97 / gan_evaluation
Synthetic Image Generation using Generative Adversarial Networks (GANs)
deep-learning generative-adversarial-network generative-modeling image-generation machine-learning neural-networks pytorch
Language:Jupyter Notebook
MarieOestreich / PRO-GENE-GEN
This repository contains the implementation for "Towards Biologically Plausible and Private Gene Expression Data Generation" (accepted at PoPETs 2024)
gene-expression-profiles generative-modeling privacy
Language:Jupyter Notebook
mvinyard / brownian-diffuser
Forward integrate torch neural networks
dynamical-systems pytorch generative-modeling
Language:Python

generative-modeling

janosh / awesome-normalizing-flows

koba-jon / pytorch_cpp

IBM / regression-transformer

hmdolatabadi / denoising_diffusion

LituRout / OptimalTransportModeling

SHI-Yu-Zhe / generative-modeling-explained

Regenerator / dpf-nets

lifeitech / nce

jarridrb / DEM

janosh / torch-mnf

hmdolatabadi / LRS_NF

giulio98 / functional-diffusion-processes

anish-lakkapragada / FaceMorpher

tqch / poisson-jump

krisrs1128 / generative_review

XinyiYS / CML-RewardDistribution

mhannani / ggm

morris-frank / unsupervised-source-separation

sayakpaul / GAN-Hacks

appeler / naamkaran

cosmoduende / r-generative-art

Shimanogov / kissde

zilaeric / asyrp-extension

edwinthomas444 / cheese_advertisement_generator

jiajiexiao / SeqInfer

TADSGroup / KernelODETransport

Amadeus-System / Amadeus-System

JakobHavtorn / benchmarking-lvms

ml-dev-world / sonic-synth

scDiffEq / scDiffEq

birajpandey / KernelODETransport

ivallesp / VAE

kunaldudhavat / Personalized-text-to-image-generator

LukasDrews97 / gan_evaluation

MarieOestreich / PRO-GENE-GEN

mvinyard / brownian-diffuser