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26 search results found

Gans Awesome Applications ⭐ 4,667

Curated list of awesome GAN applications and demo

Deepnude An Image To Image Technology ⭐ 3,404

DeepNude's algorithm and general image generation theory and practice research, including pix2pix, CycleGAN, UGATIT, DCGAN, SinGAN, ALAE, mGANprior, StarGAN-v2 and VAE models (TensorFlow2 implementation). DeepNude的算法以及通用生成对抗网络（GAN,Generative Adversarial Network）图像生成的理论与实践研究。

Textgan Pytorch ⭐ 743

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

Music Generation With Dl ⭐ 577

Resources on Music Generation with Deep Learning

Leakgan ⭐ 561

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

T2F: text to face generation using Deep Learning

Human Video Generation ⭐ 345

Human Video Generation Paper List

Lyrics Conditioned Neural Melody Generation ⭐ 324

Improved Video Gan ⭐ 309

GitHub repository for "Improving Video Generation for Multi-functional Applications"

Awesome Deep Vision Web Demo ⭐ 285

A curated list of awesome deep vision web demo

Rnn.wgan ⭐ 246

Code for training and evaluation of the model from "Language Generation with Recurrent Generative Adversarial Networks without Pre-training"

Finegan ⭐ 203

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Triple Gan ⭐ 199

Triple-GAN: a unified framework for classification and class-conditional generation in semi-supervised learing

Generative Adversial ⭐ 163

image generation via GANs

3d Iwgan ⭐ 159

A repository for the paper "Improved Adversarial Systems for 3D Object Generation and Reconstruction".

What I Have Read ⭐ 149

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

Lr Gan.pytorch ⭐ 145

Pytorch code for our ICLR 2017 paper "Layered-Recursive GAN for image generation"

Epigraf ⭐ 129

[NeurIPS 2022] Official pytorch implementation of EpiGRAF

Personalized Fashion Recommendation and Generation

Inr Gan ⭐ 107

Adversarial Generation of Continuous Images [CVPR 2021]

Mlds2018spring ⭐ 106

Machine Learning and having it Deep and Structured (MLDS) in 2018 spring

Pggan Pytorch ⭐ 104

Progressively Growing GAN in PyTorch for Image and Sound generation

Calogan ⭐ 103

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Hccg Cyclegan ⭐ 103

Handwritten Chinese Characters Generation

medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis

Sculpture Gan ⭐ 87

3D-DCGAN trained on a corpus of 3D printable objects - as a result, the generations are usually 3D printable

Tools Generation Detection Synthetic Content ⭐ 84

Compilation of the state of the art of tools, articles, forums and links of interest to generate and detect any type of synthetic content using deep learning.

Yu Tian et al. "CR-GAN: Learning Complete Representations for Multi-view Generation", IJCAI 2018

Adversarial Generation of Extreme Samples

Artediting ⭐ 65

Modeling Artistic Workflows for Image Generation and Editing (ECCV 2020)

Keyphrase Gan ⭐ 59

Code for the AAAI 2020 paper "Keyphrase Generation for Scientific Articles using GANs"

Conversational Ai ⭐ 57

Conversational AI Reading Materials

Generation and Classification of Drug Like molecule usings Neural Networks

Code for Unconditional Audio Generation with GAN and Cycle Regularization

Pytorch Gan Timeseries ⭐ 47

GANs for time series generation in pytorch

Few-shot Image Generation with Reptile

Guided I2i Translation Papers ⭐ 45

Guided Image-to-Image Translation Papers

Scrabble Gan ⭐ 45

Adversarial Generation of Handwritten Text Images

Adversarial Jets ⭐ 45

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics

Semantic_pyramid_for_image_generation ⭐ 45

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

DOOM level generation using Generative Adversarial Networks

F2gan Few Shot Image Generation ⭐ 41

Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020

Audio2guitarist Gan ⭐ 41

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

Cpcstoryvisualization Pytorch ⭐ 33

Character-Preserving Coherent Story Visualization, ECCV 2020

Text Generation Papers ⭐ 28

Paper collection of Neural Text Generation

Official implementation of "Content-Consistent Generation of Realistic Eyes with Style", ICCW 2019

Dialoguegenerationwithemotion ⭐ 27

Response generation giving specific emotion.

Pun-GAN: Generative Adversarial Network for Pun Generation (EMNLP 2019)

Videomultigan ⭐ 21

End to End learning for Video Generation from Text

Data Driven Procedural Generation ⭐ 18

Collection of Papers on Data Driven Procedural Generation

Text Wgan ⭐ 18

Improved Training of Wasserstein GANs for Text Generation

Seqgan Music ⭐ 17

Implementation of a paper "Polyphonic Music Generation with Sequence Generative Adversarial Networks" in TensorFlow

Text2video ⭐ 15

Text to Video Generation Problem

Generative_model_speech ⭐ 14

Phone generation model/VAE/GAN/VAE+GAN

Scenario Forecasts Gan ⭐ 14

Gandetection ⭐ 14

Detecting GAN generated Images using Convolutional Neural Networks

💤🖌️ AI making tiny Bitsy video games. Features an experimental generative structure inspired by GANs and Genetic Algorithms

🔍 python package to evaluate GANs for video generation

Imagegan ⭐ 13

GAN for image generation

Gan_communication_countermeasure ⭐ 12

Using GAN to regeneration signal similar to the original signal ,like some application in Image Generation

Gantransferlimiteddata ⭐ 11

This is a pytorch implementation of the paper "On Leveraging Pretrained GANs for Limited-Data Generation".

Face Sketch To Image Generation Using Gan ⭐ 11

Face Sketch to Image Generation using Generative Adversarial Networks

Cnn Lstm Gan Music Generation ⭐ 11

Mlds Note ⭐ 10

📚 This is note for Machine Learning and having it deep and structrured (Hung-yi Lee)

Littlegan ⭐ 10

Code for the report "LittleGAN: Conditional Facial Image Generation and Adjustment"

Music generation with GAN!

FastSpec: Scalable Generation and Detection of Spectre Gadgets Using Neural Embeddings

[FG 2019 Oral] Attribute-Guided Sketch Generation

Leadsheetgan ⭐ 9

lead sheet generation via convolutional GAN 自動簡譜作曲

Gan Evaluator ⭐ 8

A pip-installable evaluator for GANs (IS and FID). Accepts either dataloaders or individual batches. Supports on-the-fly evaluation during training. A working DCGAN SVHN demo script provided.

Awesome Generative Models ⭐ 8

A collection of awesome generative model papers, frameworks, libraries, software and resources for text, image, video, animation, code generation

Tf T Gans ⭐ 7

tensorflow T-GANs

Deep Learning Nd ⭐ 7

Projects and exercises for the Deep Learning Nanodegree

High quality sample generation with self-attention adaptive GAN

Wgan_ai_logo ⭐ 6

Generation of AI logos using Wasserstein GAN. PyTorch, fastai.

Research Ganwriting ⭐ 6

Source code for ECCV20 "GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images"

Lyrics_gen ⭐ 6

Pytorch Text GAN for lyrics generation

Mlds_2018spring ⭐ 6

Machine learning and deep structure

Keras Applications ⭐ 6

Keras 응용(CNN, RNN, GAN, DNN, ETC...) 사용법 예시

Gan_poem_generate ⭐ 5

Extend projects of NLP courese which achieve generating Chinese poems by GAN model

Began Pytorch ⭐ 5

Pytorch implementation of BEGAN(arxiv:1703.10717)

Synthetic Leaf Generation Using Gan And Classification Using Cnn ⭐ 5

GAN for Synthetic Leaves Generation and Classification with CNN

Text_to_image Video_synthesis_using_gans ⭐ 5

Deeplearningwithaudio18 ⭐ 5

This repository contains the deep learning with audio examples and the course materials for DOM-E5129 - Intelligent Computational Media. Documentation on different Deep Learning Audio systems as well as instructions on using some of them. Tools for loading, playing and plotting audio. Some working simple classifiers Non-working sample-level/raw audio GANs Python scripts for sorting different popular datasets

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