Unpaired Image-to-Image Translation using Adversarial Consistency Loss, ECCV 2020
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TensorFlow code for Single Image Haze Removal using a Generative Adversarial Network
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PyTorch implementation of the paper "A Generative Appearance Model for End-to-End Video Object Segmentation".
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Unpaired Learning of Deep Image Denoising
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Speech_driven_gesture_generation_with_autoencoderby GestureGeneration
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93 Version:Current License: Permissive (Apache-2.0)
This is the official implementation for IVA '19 paper "Analyzing Input and Output Representations for Speech-Driven Gesture Generation".
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Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
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Unsupervised neural machine translation; weight sharing; GAN
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Multimodal Color-to-Thermal Image Translation
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Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"
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Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition (AGRA, ACM 2020, Oral)
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Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.
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[CVPR 2019] Text2Scene: Generating Compositional Scenes from Textual Descriptions
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S3D Text-Video model trained on HowTo100M using MIL-NCE
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Jittor-GAN model zoo supports 27 kinds of mainstream GAN models with high speed for jittor.
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Python 90 Version:Current
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License: No License (No License)Official Pytorch implementation of Copy-and-Paste Networks for Deep Video Inpainting (ICCV 2019)
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Implementation supporting the ICCV 2017 paper "GANs for Biological Image Synthesis"
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Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells, In: Proceedings of ICLR 2020, Apr. 26 - 30, 2020, Addis Ababa, ETHIOPIA .
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[ACM MM 2020] Dual Attention GANs for Semantic Image Synthesis
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Python 88 Version:Current License: Permissive (MIT)
Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch
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Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral)
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TensorFlow GAN implementation using Gumbel Softmax
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A deep conv. generative adversarial network trained on nebula and images of space
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Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)
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🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
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Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE
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[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization
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Exemplar-GAN-Eye-Inpainting-Tensorflowby zhangqianhui
Python 87 Version:Current License: No License (No License)
License: No License (No License)Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"
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An implementation of VAEGAN (variational autoencoder + generative adversarial network).
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Re-implement CycleGAN in Tensorlayer
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code for our ECCV 2020 spotlight paper "Multimodal Shape Completion via Conditional Generative Adversarial Networks"
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VAE-GAN in Tensorflow
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Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)
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Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018
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Issuing badges to credit authors for their work on academic papers
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Implementation of StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation in PyTorch
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A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)
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A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
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Tensorflow example of a conv GAN on MNIST.
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Python 84 Version:Current License: Permissive (MIT)
Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)
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VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)
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d3-composite-projectionsby rveciana
JavaScript 84 Version:Current License: Proprietary (Proprietary)
Set of d3 projections for showing countries distant lands together
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rGAN: Label-Noise Robust Generative Adversarial Networks
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[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang
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Python 83 Version:Current License: Proprietary (Proprietary)
Speech Gesture Generation from the Trimodal Context of Text, Audio, and Speaker Identity (SIGGRAPH Asia 2020)
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Few-shot adaptation of GANs.
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An implementation of DiscoGAN in tensorflow
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Pytorch implementation of multitask CycleGAN with auxiliary classification loss
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A clean and lucid implementation of cycleGAN using PyTorch
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[Official Implementation] Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks, He et.al. ICCV 2019
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ACL-GANby hyperplane-lab
Unpaired Image-to-Image Translation using Adversarial Consistency Loss, ECCV 2020
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Dehaze-GANby thatbrguy
TensorFlow code for Single Image Haze Removal using a Generative Adversarial Network
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agame-vosby joakimjohnander
PyTorch implementation of the paper "A Generative Appearance Model for End-to-End Video Object Segmentation".
Python 93Updated: 4 y ago License: No License (No License)
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DBSNby XHWXD
Unpaired Learning of Deep Image Denoising
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Speech_driven_gesture_generation_with_autoencoderby GestureGeneration
This is the official implementation for IVA '19 paper "Analyzing Input and Output Representations for Speech-Driven Gesture Generation".
Python 93Updated: 2 y ago License: Permissive (Apache-2.0)
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DeepfakeCapsuleGANby snknitin
Using Capsule Networks in GANS to generate very realistic fake images that could perhaps be used for deepfakes
Jupyter Notebook 93Updated: 3 y ago License: No License (No License)
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unsupervised-NMTby ZhenYangIACAS
Unsupervised neural machine translation; weight sharing; GAN
Python 92Updated: 4 y ago License: No License (No License)
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ThermalGANby vlkniaz
Multimodal Color-to-Thermal Image Translation
Python 91Updated: 2 y ago License: Permissive (MIT)
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GenerativeAdversarialUserModelby xinshi-chen
Tensorflow implementation for "Generative Adversarial User Model forReinforcement Learning Based Recommendation System"
Python 91Updated: 3 y ago License: Permissive (MIT)
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CD-FER-Benchmarkby HCPLab-SYSU
Adversarial Graph Representation Adaptation for Cross-Domain Facial Expression Recognition (AGRA, ACM 2020, Oral)
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GANs_for_Credit_Card_Databy codyznash
Jupyter Notebook 91Updated: 3 y ago License: Permissive (MIT)
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flow-ganby ermongroup
Code for "Flow-GAN: Combining Maximum Likelihood and Adversarial Learning in Generative Models", AAAI 2018.
Python 90Updated: 4 y ago License: Permissive (MIT)
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Text2Sceneby uvavision
[CVPR 2019] Text2Scene: Generating Compositional Scenes from Textual Descriptions
Python 90Updated: 3 y ago License: No License (No License)
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S3D_HowTo100Mby antoine77340
S3D Text-Video model trained on HowTo100M using MIL-NCE
Python 90Updated: 3 y ago License: Permissive (Apache-2.0)
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gan-jittorby Jittor
Jittor-GAN model zoo supports 27 kinds of mainstream GAN models with high speed for jittor.
Python 90Updated: 3 y ago License: No License (No License)
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Copy-and-Paste-Networks-for-Deep-Video-Inpaintingby shleecs
Official Pytorch implementation of Copy-and-Paste Networks for Deep Video Inpainting (ICCV 2019)
Python 90Updated: 4 y ago License: No License (No License)
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biogansby aosokin
Implementation supporting the ICCV 2017 paper "GANs for Biological Image Synthesis"
Jupyter Notebook 90Updated: 3 y ago License: Permissive (Apache-2.0)
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space2vecby gengchenmai
Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells, In: Proceedings of ICLR 2020, Apr. 26 - 30, 2020, Addis Ababa, ETHIOPIA .
Python 89Updated: 1 y ago License: Permissive (Apache-2.0)
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DAGANby Ha0Tang
[ACM MM 2020] Dual Attention GANs for Semantic Image Synthesis
Python 88Updated: 3 y ago License: Proprietary (Proprietary)
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Visual-Feature-Attribution-Using-Wasserstein-GANs-Pytorchby orobix
Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch
Python 88Updated: 4 y ago License: Permissive (MIT)
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CIPSby saic-mdal
Official repository for the paper "Image Generators with Conditionally-Independent Pixel Synthesis" (CVPR2021, Oral)
Python 88Updated: 4 y ago License: Proprietary (Proprietary)
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text-gan-tensorflowby tokestermw
TensorFlow GAN implementation using Gumbel Softmax
Python 87Updated: 4 y ago License: Permissive (MIT)
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Neural-Nebulaby pearsonkyle
A deep conv. generative adversarial network trained on nebula and images of space
Python 87Updated: 3 y ago License: No License (No License)
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socialwaysby crowdbotp
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs (CVPR 2019)
Python 87Updated: 3 y ago License: No License (No License)
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GANs-TensorFlow2by marload
🚀 Variants of GANs most easily implemented as TensorFlow2. GAN, DCGAN, LSGAN, WGAN, WGAN-GP, DRAGAN, ETC...
Python 87Updated: 2 y ago License: Permissive (Apache-2.0)
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generative_modelsby kamenbliznashki
Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE
Python 87Updated: 1 y ago License: No License (No License)
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TET-GANby williamyang1991
[AAAI 2019] TET-GAN: Text Effects Transfer via Stylization and Destylization
Python 87Updated: 2 y ago License: Permissive (MIT)
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Exemplar-GAN-Eye-Inpainting-Tensorflowby zhangqianhui
Tensorflow implement of "Eye In-Painting with Exemplar Generative Adversarial Networks"
Python 87Updated: 4 y ago License: No License (No License)
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vaeganby anitan0925
An implementation of VAEGAN (variational autoencoder + generative adversarial network).
Python 87Updated: 4 y ago License: Permissive (MIT)
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CycleGAN_Tensorlayerby luoxier
Re-implement CycleGAN in Tensorlayer
Python 86Updated: 4 y ago License: Permissive (MIT)
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Multimodal-Shape-Completionby ChrisWu1997
code for our ECCV 2020 spotlight paper "Multimodal Shape Completion via Conditional Generative Adversarial Networks"
Python 86Updated: 1 y ago License: Permissive (MIT)
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MR-GANby soochan-lee
Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)
Python 86Updated: 4 y ago License: Proprietary (Proprietary)
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inpainting-gmcnn-kerasby tlatkowski
Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018
Python 86Updated: 3 y ago License: Permissive (MIT)
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PaperBadgerby mozillascience
Issuing badges to credit authors for their work on academic papers
JavaScript 86Updated: 4 y ago License: Weak Copyleft (MPL-2.0)
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StyleSpace-pytorchby xrenaa
Implementation of StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation in PyTorch
Jupyter Notebook 86Updated: 2 y ago License: No License (No License)
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TAC-GANby dashayushman
A Tensorflow implementation of the Text Conditioned Auxiliary Classifier Generative Adversarial Network for Generating Images from text descriptions (https://arxiv.org/abs/1703.06412)
Python 85Updated: 4 y ago License: Strong Copyleft (GPL-3.0)
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SEGANby leftthomas
A PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
Python 85Updated: 4 y ago License: No License (No License)
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gan_tutorialby Newmu
Tensorflow example of a conv GAN on MNIST.
Jupyter Notebook 85Updated: 2 y ago License: Permissive (MIT)
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semantic-object-accuracy-for-generative-text-to-image-synthesisby tohinz
Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)
Python 84Updated: 3 y ago License: Permissive (MIT)
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VSGANby rlaPHOENiX
VapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)
Python 84Updated: 4 y ago License: Permissive (MIT)
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d3-composite-projectionsby rveciana
Set of d3 projections for showing countries distant lands together
JavaScript 84Updated: 4 y ago License: Proprietary (Proprietary)
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rGANby takuhirok
rGAN: Label-Noise Robust Generative Adversarial Networks
Python 83Updated: 4 y ago License: Permissive (MIT)
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AGDby VITA-Group
[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang
Python 83Updated: 4 y ago License: Permissive (MIT)
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Gesture-Generation-from-Trimodal-Contextby ai4r
Speech Gesture Generation from the Trimodal Context of Text, Audio, and Speaker Identity (SIGGRAPH Asia 2020)
Python 83Updated: 3 y ago License: Proprietary (Proprietary)
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few-shot-ganby e-271
Few-shot adaptation of GANs.
Python 83Updated: 3 y ago License: Proprietary (Proprietary)
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DiscoGAN-Tensorflowby jmiller656
An implementation of DiscoGAN in tensorflow
Python 82Updated: 5 y ago License: Permissive (MIT)
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multitask-CycleGANby eveningglow
Pytorch implementation of multitask CycleGAN with auxiliary classification loss
Python 82Updated: 4 y ago License: No License (No License)
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cycleGAN-PyTorchby arnab39
A clean and lucid implementation of cycleGAN using PyTorch
Python 82Updated: 3 y ago License: Permissive (MIT)
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gaze_redirectionby HzDmS
[Official Implementation] Photo-Realistic Monocular Gaze Redirection Using Generative Adversarial Networks, He et.al. ICCV 2019
Python 82Updated: 3 y ago License: Permissive (MIT)
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