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allennlp

An open-source NLP research library, built on PyTorch.

consingan

Official PyTorch implementation of "Improved Techniques for Training Single-Image GANs"

deeplab-v2--resnet-101--tensorflow

An (re-)implementation of DeepLab v2 (ResNet-101) in TensorFlow for semantic image segmentation on the PASCAL VOC 2012 dataset.

efficient-gpnn

An efficient implementation of GPNN

figr

Few-shot Image Generation with Reptile

gpnn

Pytorch implementation of the paper: "Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models"

hp-vae-gan

Official repository for HP-VAE-GAN

iic

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

instance-seg

instance segmentation with deep metric learning and context

liorwavproject

oasis

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pytorch-unsupervised-segmentation-tip

semantic-instance-segmentation

An implementation of "Semantic Instance Segmentation via Deep Metric Learning" with tensorflow

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

singan

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

spade

Semantic Image Synthesis with SPADE

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

stylegan3

Official PyTorch implementation of StyleGAN3

swapping-autoencoder-pytorch

Unofficial implementation of Swapping Autoencoder for Deep Image Manipulation (https://arxiv.org/abs/2007.00653) in PyTorch

taming-transformers

unetgan

Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

vqvae

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

wav