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Top 25 generative-models open source projects

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

✭ 2,700

python shell pytorch image-to-image-translation generative-models cvpr2020 stargan-v2

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

✭ 2,093

python deep-learning bayesian-inference graphical-models generative-models

StarGAN - Official PyTorch Implementation (CVPR 2018)

✭ 4,946

python shell pytorch cvpr2018 image-to-image-translation generative-models stargan

Tensorflow Generative Model Collections

Collection of generative models in Tensorflow

Generative deep learning: DeepDream

✭ 17

Jupyter Notebook python deep-learning image-processing deepdream inception gans upscale gradient-ascent generative-models convnets octaves

private-data-generation

A toolbox for differentially private data generation

✭ 80

python shell generative-adversarial-network graphical-models differential-privacy generative-models

ladder-vae-pytorch

Ladder Variational Autoencoders (LVAE) in PyTorch

✭ 59

python pytorch vae representation-learning unsupervised-learning variational-inference generative-models variational-autoencoders ladder-vae ladder-variational-autoencoders

Official Pytorch Implementation for "Splicing ViT Features for Semantic Appearance Transfer" presenting "Splice" (CVPR 2022)

✭ 126

Jupyter Notebook python splice style-transfer image-translation generative-models single-image single-image-generation vision-transformer cvpr2022

Minimal PyTorch implementation of Generative Latent Optimization from the paper "Optimizing the Latent Space of Generative Networks"

✭ 112

python deep-learning generative-models

(TIP 2022) Bayesian Integration of a Generative Prior for Image Restoration

✭ 20

python Jupyter Notebook Cuda shell HTML CSS image-processing generative-models restoration-network

multimodal-vae-public

A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)

✭ 98

python machine-learning variational-autoencoder generative-models multimodal-learning

CFG-GAN: Composite functional gradient learning of generative adversarial models

✭ 15

C++Cuda shell image-generation generative-adversarial-networks generative-models composite-functional-gradient

Code pipeline for the PaccMann^RL in iScience: https://www.cell.com/iscience/fulltext/S2589-0042(21)00237-6

✭ 22

deep-learning drug-discovery transcriptomics generative-models drug-sensitivity de-novo-drug-design

Autoregressive-models

Tensorflow 2.0 implementation of Deep Autoregressive Models

✭ 18

Jupyter Notebook python tensorflow pixelcnn pixelrnn tensorflow-models generative-models autoregressive-neural-networks tensorflow2 gated-pixelcnn vq-vae2

Official pytorch implementation of "Scaling-up Disentanglement for Image Translation", ICCV 2021.

✭ 35

python pytorch iccv image-translation image-to-image-translation generative-models disentanglement stylegan stylegan2 face-manipulations

Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021

✭ 110

python font machine-learning deep-learning pytorch generative-models font-generation lf-font aaai2021

Semantic Image Manipulation using Scene Graphs (CVPR 2020)

✭ 49

python shell deep-learning pytorch image-manipulation gans generative-models graph-convolution scene-graphs

fewshot-font-generation

The unified repository for few-shot font generation methods. This repository includes FUNIT (ICCV'19), DM-Font (ECCV'20), LF-Font (AAAI'21) and MX-Font (ICCV'21).

✭ 76

python Jupyter Notebook font machine-learning deep-learning pytorch generative-models font-generation fewshot-font-generation

Generative-Model

Repository for implementation of generative models with Tensorflow 1.x

✭ 66

Jupyter Notebook gan infogan dcgan vae beta-vae wgan lsgan cyclegan cgan wgan-gp generative-models pggan stargan vq-vae stylegan singan hologan aggan raindrop-removal

Code and models for "PanoDR: Spherical Panorama Diminished Reality for Indoor Scenes" presented at the OmniCV workshop of CVPR21.

✭ 22

python Batchfile deep-learning augmented-reality cnn pytorch 360 image-inpainting spherical-panoramas image-to-image-translation generative-models diminished-reality layout-estimation structured3d omnidirectional-vision empty-rooms

score sde pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

✭ 755

Jupyter Notebook python pytorch stochastic-differential-equations inverse-problems generative-models diffusion-models score-matching score-based-generative-modeling controllable-generation iclr-2021

Generative Continual Learning

No description or website provided.

✭ 51

python shell pytorch generative-adversarial-network incremental-learning variational-autoencoder generative-models continuous-learning lifelong-learning continual-learning

precision-recall-distributions

Assessing Generative Models via Precision and Recall (official repository)

✭ 80

python evaluation generative-adversarial-network gan vae adversarial-networks evaluation-metrics variational-autoencoder generative-models

PyTorch implementation of the paper "NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity." (NeurIPS 2020)

✭ 63

python Jupyter Notebook pytorch speech-synthesis density-estimation probabilistic-models normalizing-flows generative-models deep-generative-model

medium.com/@jctestud/yet-another-text-generation-project-5cfb59b26255

✭ 20

Jupyter Notebook python twitter keras lstm char-rnn generative-models

1-25 of 25 generative-models projects