441 Open source projects that are alternatives of or similar to AdverseBiNet

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation

This repository contains a new adversarial training method for Generative Conversational Agents

PyTorch implementation of Adversarially Learned Inference (BiGAN).

[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation

A curated list of dedicated resources and applications

Pytorch implementation of CycleGAN.

Simple GAN example using tensorflow JS core

Tensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "

Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)

Pytorch implementation of BicycleGAN with implementation details

Tensorflow Implementation of open set domain adaptation by backpropagation

Scaleable input gradient regularization

Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.

Pytorch implementation of multitask CycleGAN with auxiliary classification loss

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)

Codes of the paper "Adversarial Binary Coding for Efficient Person Re-identification"

A Survey on Text-to-Image Generation/Synthesis.

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

This repository contains my full work and notes on Deeplearning.ai GAN Specialization (Generative Adversarial Networks)

PyTorch implementation of "Wasserstein-2 Generative Networks" (ICLR 2021)

my own deep learning mastery roadmap

Simple code implement the paper of CartoonGAN(CVPR2018)

Listing my favorite research papers 📝 from different fields as I read them.

Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

Official pytorch implementation of the IrwGAN for unaligned image-to-image translation

Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture

Improved Wasserstein GAN (WGAN-GP) application on medical (MRI) images

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks

cRNN-GAN to generate music by training on instrumental music (midi)

Tensorflow implementation of the NIPS paper "Toward Multimodal Image-to-Image Translation"

Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018

An implementation of VAEGAN (variational autoencoder + generative adversarial network).

A PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Showcasing various fun adventures with GANs

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

Applied several Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN and StyleGAN to generate Anime Faces and Handwritten Digits.

Two-stage GANs that generate fingerstyle guitarist images from audio.

A PyTorch implementation for Adversarial Representation Learning for Domain Adaptation

Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

Automatic feature engineering using Generative Adversarial Networks using TensorFlow.

Unofficial pytorch implementation of algorithms for domain adaptation

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StyleGAN Encoder - converts real images to latent space

Implementation of a GAN that generates video using LSTM and ConvNet in Tensorflow

A 1D toy example of optimizing a generative model using the WGAN-GP model.

Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"

Learning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)

Reimplementing cool papers in PyTorch...

Implementation of 'Self-Adversarial Variational Autoencoder with Gaussian Anomaly Prior Distribution for Anomaly Detection'

🤖A list of resources to help anyone getting started with GANs 🤖

[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang