A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
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Domain-Adversarial Neural Network in Tensorflow
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AttGAN: Facial Attribute Editing by Only Changing What You Want (IEEE TIP 2019)
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[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
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Inception Score for GANs in Pytorch
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The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
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Cartoon-StyleGANby happy-jihye
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License: No License (No License)Fine-tuning StyleGAN2 for Cartoon Face Generation
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Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning (CVPR 2020 Oral)
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An online tool for sketching and sharing instrumental melodies.
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Few-Shot-Patch-Based-Trainingby OndrejTexler
C++ 559 Version:Current License: No License (No License)
License: No License (No License)The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
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simulated-unsupervised-tensorflowby carpedm20
Python 557 Version:Current License: Permissive (Apache-2.0)
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
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AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
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Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
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PyTorch-progressive_growing_of_gansby github-pengge
Python 528 Version:Current License: No License (No License)
License: No License (No License)PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.
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Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
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A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
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Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)
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Generative Adversarial Text to Image Synthesis / Please Star -->
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Noise Conditional Score Networks (NeurIPS 2019, Oral)
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Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"
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[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
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CVAE-GAN-zoos-PyTorch-Beginnerby YixinChen-AI
Python 505 Version:Current License: No License (No License)
License: No License (No License)For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.
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T2F: text to face generation using Deep Learning
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Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021
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A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
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Code for GAN2Shape (ICLR2021 oral)
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Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
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Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)
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Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
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Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
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StyleGAN 2 in Tensorflow 2.0
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A tool to discover hidden variation in video.
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A library providing various existing GANs in PyTorch.
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Freezing generator for pseudo image translation
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Speed up PixelCNN++ image generation by up to a 183 times
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Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
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Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
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Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)
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A library for developing deep generative models in a more concise, intuitive and extendable way
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This repository contains the codes for LipGAN. LipGAN was published as a part of the paper titled "Towards Automatic Face-to-Face Translation".
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Code for deep generative prior (ECCV2020 oral)
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TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
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pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802
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A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)
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A generative model conditioned on shape and appearance.
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A PyTorch implementation for Adversarial Discriminative Domain Adaptation
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[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
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Implementation of C-RNN-GAN.
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Multi-Content GAN for Few-Shot Font Style Transfer at CVPR 2018
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Fast-SRGANby HasnainRaz
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
Python 577Updated: 12 mo ago License: Permissive (MIT)
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tf-dannby pumpikano
Domain-Adversarial Neural Network in Tensorflow
Jupyter Notebook 575Updated: 3 y ago License: No License (No License)
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AttGAN-Tensorflowby LynnHo
AttGAN: Facial Attribute Editing by Only Changing What You Want (IEEE TIP 2019)
Python 574Updated: 1 y ago License: Permissive (MIT)
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mimicryby kwotsin
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
Python 573Updated: 1 y ago License: Permissive (MIT)
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inception-score-pytorchby sbarratt
Inception Score for GANs in Pytorch
Python 570Updated: 1 y ago License: Permissive (MIT)
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LeakGANby CR-Gjx
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
Python 570Updated: 11 mo ago License: No License (No License)
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Cartoon-StyleGANby happy-jihye
Fine-tuning StyleGAN2 for Cartoon Face Generation
Jupyter Notebook 567Updated: 1 y ago License: No License (No License)
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DiscoFaceGANby microsoft
Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning (CVPR 2020 Oral)
Python 561Updated: 1 y ago License: Permissive (MIT)
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beepboxby johnnesky
An online tool for sketching and sharing instrumental melodies.
TypeScript 560Updated: 1 y ago License: Permissive (MIT)
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Few-Shot-Patch-Based-Trainingby OndrejTexler
The official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
C++ 559Updated: 12 mo ago License: No License (No License)
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simulated-unsupervised-tensorflowby carpedm20
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
Python 557Updated: 3 y ago License: Permissive (Apache-2.0)
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AttentionGANby Ha0Tang
AttentionGAN for Unpaired Image-to-Image Translation & Multi-Domain Image-to-Image Translation
Python 551Updated: 1 y ago License: Proprietary (Proprietary)
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USRNetby cszn
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
Python 537Updated: 3 y ago License: No License (No License)
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PyTorch-progressive_growing_of_gansby github-pengge
PyTorch implementation of Progressive Growing of GANs for Improved Quality, Stability, and Variation.
Python 528Updated: 3 y ago License: No License (No License)
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deblur-ganby RaphaelMeudec
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
Python 521Updated: 2 y ago License: No License (No License)
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seqGANby suragnair
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Python 517Updated: 3 y ago License: No License (No License)
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Self-Attention-GAN-Tensorflowby taki0112
Simple Tensorflow implementation of "Self-Attention Generative Adversarial Networks" (SAGAN)
Python 513Updated: 3 y ago License: Permissive (MIT)
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text-to-imageby zsdonghao
Generative Adversarial Text to Image Synthesis / Please Star -->
Python 512Updated: 3 y ago License: No License (No License)
512Updated: 3 y ago License: No License (No License)Support
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ncsnby ermongroup
Noise Conditional Score Networks (NeurIPS 2019, Oral)
Python 510Updated: 11 mo ago License: Strong Copyleft (GPL-3.0)
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pro_gan_pytorchby akanimax
Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"
Python 510Updated: 1 y ago License: Permissive (MIT)
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VONby junyanz
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Python 505Updated: 3 y ago License: Proprietary (Proprietary)
505Updated: 3 y ago License: Proprietary (Proprietary)Support
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CVAE-GAN-zoos-PyTorch-Beginnerby YixinChen-AI
For beginner, this will be the best start for VAEs, GANs, and CVAE-GAN. This contains AE, DAE, VAE, GAN, CGAN, DCGAN, WGAN, WGAN-GP, VAE-GAN, CVAE-GAN. All use PyTorch.
Python 505Updated: 12 mo ago License: No License (No License)
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T2Fby akanimax
T2F: text to face generation using Deep Learning
Python 502Updated: 3 y ago License: Permissive (MIT)
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FastGAN-pytorchby odegeasslbc
Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021
Python 499Updated: 11 mo ago License: Strong Copyleft (GPL-3.0)
499Updated: 11 mo ago License: Strong Copyleft (GPL-3.0)Support
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SSGAN-Tensorflowby clvrai
A Tensorflow implementation of Semi-supervised Learning Generative Adversarial Networks (NIPS 2016: Improved Techniques for Training GANs).
Python 498Updated: 3 y ago License: Permissive (MIT)
498Updated: 3 y ago License: Permissive (MIT)Support
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GAN2Shapeby XingangPan
Code for GAN2Shape (ICLR2021 oral)
Python 495Updated: 1 y ago License: Permissive (MIT)
495Updated: 1 y ago License: Permissive (MIT)Support
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SAMby yuval-alaluf
Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
Python 491Updated: 1 y ago License: Permissive (MIT)
491Updated: 1 y ago License: Permissive (MIT)Support
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BigGAN-pytorchby sxhxliang
Pytorch implementation of LARGE SCALE GAN TRAINING FOR HIGH FIDELITY NATURAL IMAGE SYNTHESIS (BigGAN)
Python 481Updated: 3 y ago License: Permissive (Apache-2.0)
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tf.gans-comparisonby khanrc
Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking
Python 477Updated: 3 y ago License: No License (No License)
477Updated: 3 y ago License: No License (No License)Support
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nips14-sslby dpkingma
Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"
Python 476Updated: 1 y ago License: Permissive (MIT)
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StyleGAN2-Tensorflow-2.0by manicman1999
StyleGAN 2 in Tensorflow 2.0
Python 472Updated: 12 mo ago License: Permissive (MIT)
472Updated: 12 mo ago License: Permissive (MIT)Support
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eulerian-magnificationby brycedrennan
A tool to discover hidden variation in video.
Python 468Updated: 1 y ago License: Permissive (MIT)
468Updated: 1 y ago License: Permissive (MIT)Support
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vegansby unit8co
A library providing various existing GANs in PyTorch.
HTML 467Updated: 1 y ago License: Permissive (MIT)
467Updated: 1 y ago License: Permissive (MIT)Support
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FreezeGby bryandlee
Freezing generator for pseudo image translation
Python 464Updated: 1 y ago License: Permissive (MIT)
464Updated: 1 y ago License: Permissive (MIT)Support
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fast-pixel-cnnby PrajitR
Speed up PixelCNN++ image generation by up to a 183 times
Python 460Updated: 3 y ago License: Permissive (MIT)
460Updated: 3 y ago License: Permissive (MIT)Support
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generative-modelsby shayneobrien
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
Jupyter Notebook 453Updated: 3 y ago License: Permissive (MIT)
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pytorch-MNIST-CelebA-GAN-DCGANby znxlwm
Pytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
Python 451Updated: 1 y ago License: No License (No License)
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DeRaindropby rui1996
Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)
Python 451Updated: 11 mo ago License: No License (No License)
451Updated: 11 mo ago License: No License (No License)Support
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pixyzby masa-su
A library for developing deep generative models in a more concise, intuitive and extendable way
Jupyter Notebook 447Updated: 2 y ago License: Permissive (MIT)
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LipGANby Rudrabha
This repository contains the codes for LipGAN. LipGAN was published as a part of the paper titled "Towards Automatic Face-to-Face Translation".
Python 446Updated: 1 y ago License: Permissive (MIT)
446Updated: 1 y ago License: Permissive (MIT)Support
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deep-generative-priorby XingangPan
Code for deep generative prior (ECCV2020 oral)
Python 445Updated: 12 mo ago License: Permissive (MIT)
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generative-compressionby Justin-Tan
TensorFlow Implementation of Generative Adversarial Networks for Extreme Learned Image Compression
Python 443Updated: 3 y ago License: Permissive (MIT)
443Updated: 3 y ago License: Permissive (MIT)Support
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StyleMapGANby naver-ai
Python 443Updated: 11 mo ago License: Proprietary (Proprietary)
443Updated: 11 mo ago License: Proprietary (Proprietary)Support
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pytorch-SRResNetby twtygqyy
pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802
Python 441Updated: 1 y ago License: Permissive (MIT)
441Updated: 1 y ago License: Permissive (MIT)Support
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GraphGANby hwwang55
A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)
Python 440Updated: 3 y ago License: Permissive (MIT)
440Updated: 3 y ago License: Permissive (MIT)Support
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vunetby CompVis
A generative model conditioned on shape and appearance.
Python 438Updated: 3 y ago License: No License (No License)
438Updated: 3 y ago License: No License (No License)Support
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pytorch-addaby corenel
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
Python 433Updated: 11 mo ago License: Permissive (MIT)
433Updated: 11 mo ago License: Permissive (MIT)Support
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SelectionGANby Ha0Tang
[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
Python 429Updated: 1 y ago License: No License (No License)
429Updated: 1 y ago License: No License (No License)Support
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c-rnn-ganby olofmogren
Implementation of C-RNN-GAN.
Python 429Updated: 1 y ago License: No License (No License)
429Updated: 1 y ago License: No License (No License)Support
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MC-GANby azadis
Multi-Content GAN for Few-Shot Font Style Transfer at CVPR 2018
Python 428Updated: 12 mo ago License: Proprietary (Proprietary)
428Updated: 12 mo ago License: Proprietary (Proprietary)Support
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