199 Open source projects that are alternatives of or similar to Giqa

Research Framework for easy and efficient training of GANs based on Pytorch

DGMs for NLP. A roadmap.

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

Pytorch implementation of pix2pix for various datasets.

Periodic Spatial Generative Adversarial Networks

Guided Conditional Wasserstein GAN for De Novo Protein Design

Generator loss to reduce mode-collapse and to improve the generated samples quality.

Collection of generative models in Tensorflow

Generative Adversarial Networks (GANs) resources sorted by citations

Speech Enhancement Generative Adversarial Network in TensorFlow

No description or website provided.

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

Adversarially Learned Inference in Pytorch

A VAE written entirely in Numpy/Cupy

Training a MNIST classifier, and use it to compute inception score (ICP)

Adversarial Generation of Continuous Images [CVPR 2021]

Code for reproducing results in "Generative Model with Dynamic Linear Flow"

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks

Keras implementations of Generative Adversarial Networks.

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN

Implemented Variational Autoencoder generative model in Keras for image generation and its latent space visualization on MNIST and CIFAR10 datasets

Code for "Generative Adversarial Training for Markov Chains" (ICLR 2017 Workshop)

Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet

📜 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Conditional GAN for Anime face generation.

PyTorch implementation of DRAW: A Recurrent Neural Network For Image Generation trained on Devanagari dataset.

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

CPU/GPU/TPU implementation of the Fréchet Inception Distance

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

ICML 2019. Turn a pre-trained GAN model into a content-addressable model without retraining.

A deep generative model library in Theano and Lasagne

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

PyTorch implementation of the paper "Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval", CVPR 2019.

The notes for Math, Machine Learning, Deep Learning and Research papers.

DanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)

Protein function prediction using a variational autoencoder

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

Deep Learning in Haskell

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

CSGNet: Neural Shape parser for Constructive Solid Geometry

in progress

Variational Autoencoder trained by Feature Perceputal Loss

PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

[CVPR 2019] "Handwriting Recognition in Low-resource Scripts using Adversarial Learning ”, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2019.

CVPR 2019: "Pluralistic Image Completion"

An implementation of DiscoGAN in tensorflow

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

Code for the paper "Jukebox: A Generative Model for Music"

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

Novel molecules from a reference shape!

Generative Adversarial Transformers

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

PyTorch implementation of CycleGAN

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.