Minimal PyTorch implementation of Generative Latent Optimization from the paper "Optimizing the Latent Space of Generative Networks"
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Performs style transfer by using a neural network to discriminate between the style image features and the generated image features. Results yield higher quality transfers than contemporary methods.
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[CVPR 2021] Unsupervised 3D Shape Completion through GAN Inversion
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This is the code for "Generative Artificial Intelligence" By Siraj Raval on Youtube
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The official implementation for ICMI 2020 Best Paper Award "Gesticulator: A framework for semantically-aware speech-driven gesture generation"
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A novel data-free model stealing method based on GAN
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Language-based Colorization of Scene Sketches. (SIGGRAPH Asia 2019)
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Code for NeurIPS 2019 paper "Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis"
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dcgan combined with vae in pytorch!
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3D super-resolution using Generative Adversarial Networks
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GeDi: Generative Discriminator Guided Sequence Generation
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A template and some tips for making privacy policies more easily.
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A tensorflow implementation of informative generative adversarial network (InfoGAN ). I've added supervised loss to original InfoGAN.
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Implement Coupled Generative Adversarial Networks in Tensorflow
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gan, wgan-gp, anomaly detection, unsupervised, pytorch
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Code experiments on drawing
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Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
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A very simple implementation of cyclegan, which is based on pytorch.
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Repository for "Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search"
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bayarea-dl-summerschoolby alexbw
Jupyter Notebook 
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Torch notebooks and slides for the Bay Area Deep Learning Summer School
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An implementation of paper "Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning" (CVPR19)
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Yu Tian et al. "CR-GAN: Learning Complete Representations for Multi-view Generation", IJCAI 2018
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Synthetic Credit Card Transaction Generator used in the Sparkov program.
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Implement Generative Adversarial Nets by Tensorflow
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Comparison of Generative Models in Tensorflow
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The translation-invariant adversarial attack method to improve the transferability of adversarial examples.
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:trophy: Code for 1st Place Soluition in both the Tiger Re-ID in the plain track and Tiger Re-ID in the wild track (CVWC) @ ICCV19 Workshop.
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Simple Tensorflow implementation of "Unsupervised Image to Image Translation Networks" (NIPS 2017 Spotlight)
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AI models that can doodle/sketch
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Spatial Generative Adversarial Networks
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A Tensorflow implementation of BicycleGAN.
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Adversarial Framework for (non-) Parametric Image Stylisation Mosaics
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An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
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Disentangled Makeup Transfer with Generative Adversarial Network
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Pytorch implementation of BicycleGAN with implementation details
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Chainer implementation of Wasserstein GAN
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Compute Distinct-N metric proposed by Jiwei Li et al.
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[CVPR 2021] Generative Hierarchical Features from Synthesizing Images
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PyTorch Code of NAACL 2019 paper "Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout"
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Repository for Exemplar GANs code and datasets
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Implementation codes of deep generative models with Pixyz
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Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)
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Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"
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Fully Convolutional Refined Auto Encoding Generative Adversarial Networks for 3D Multi Object Scenes
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A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
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Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation
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Python 94 Version:Current
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License: No License (No License)Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset
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SpecGAN - generate audio with adversarial training
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Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"
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minimal_globy tneumann
Minimal PyTorch implementation of Generative Latent Optimization from the paper "Optimizing the Latent Space of Generative Networks"
Python 104Updated: 3 y ago License: Permissive (MIT)
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discriminator-style-transferby aigagror
Performs style transfer by using a neural network to discriminate between the style image features and the generated image features. Results yield higher quality transfers than contemporary methods.
Python 104Updated: 4 y ago License: Permissive (MIT)
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shape-inversionby junzhezhang
[CVPR 2021] Unsupervised 3D Shape Completion through GAN Inversion
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Progressive_GANsby llSourcell
This is the code for "Generative Artificial Intelligence" By Siraj Raval on Youtube
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gesticulatorby Svito-zar
The official implementation for ICMI 2020 Best Paper Award "Gesticulator: A framework for semantically-aware speech-driven gesture generation"
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DaSTby zhoumingyi
A novel data-free model stealing method based on GAN
Python 102Updated: 2 y ago License: No License (No License)
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SketchySceneColorizationby SketchyScene
Language-based Colorization of Scene Sketches. (SIGGRAPH Asia 2019)
Python 102Updated: 1 y ago License: Permissive (MIT)
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CC-FPSEby xh-liu
Code for NeurIPS 2019 paper "Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis"
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dcgan_vae_pytorchby seangal
dcgan combined with vae in pytorch!
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3D-GAN-superresolutionby imatge-upc
3D super-resolution using Generative Adversarial Networks
Python 102Updated: 4 y ago License: No License (No License)
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GeDiby salesforce
GeDi: Generative Discriminator Guided Sequence Generation
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privacy-policy-templateby tomlowenthal
A template and some tips for making privacy policies more easily.
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supervised_infoganby buriburisuri
A tensorflow implementation of informative generative adversarial network (InfoGAN ). I've added supervised loss to original InfoGAN.
Python 101Updated: 4 y ago License: Permissive (MIT)
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CoGAN-tensorflowby andrewliao11
Implement Coupled Generative Adversarial Networks in Tensorflow
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wgan-gp-anomalyby oyxhust
gan, wgan-gp, anomaly detection, unsupervised, pytorch
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lineby williamngan
Code experiments on drawing
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LSD-segby swamiviv
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
Python 100Updated: 4 y ago License: No License (No License)
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CycleGAN-PyTorchby Lornatang
A very simple implementation of cyclegan, which is based on pytorch.
Python 100Updated: 1 y ago License: Permissive (Apache-2.0)
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LSGANby xudonmao
Python 99Updated: 1 y ago License: No License (No License)
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clip-glassby galatolofederico
Repository for "Generating images from caption and vice versa via CLIP-Guided Generative Latent Space Search"
Python 99Updated: 3 y ago License: Strong Copyleft (GPL-3.0)
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bayarea-dl-summerschoolby alexbw
Torch notebooks and slides for the Bay Area Deep Learning Summer School
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HeavyRainRemovalby liruoteng
An implementation of paper "Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning" (CVPR19)
Python 98Updated: 4 y ago License: No License (No License)
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CR-GANby bluer555
Yu Tian et al. "CR-GAN: Learning Complete Representations for Multi-view Generation", IJCAI 2018
Python 98Updated: 3 y ago License: No License (No License)
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Sparkov_Data_Generationby namebrandon
Synthetic Credit Card Transaction Generator used in the Sparkov program.
Python 98Updated: 1 y ago License: Permissive (MIT)
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GAN-tensorflowby ckmarkoh
Implement Generative Adversarial Nets by Tensorflow
Python 97Updated: 4 y ago License: No License (No License)
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Generative-Modelsby kvmanohar22
Comparison of Generative Models in Tensorflow
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Translation-Invariant-Attacksby dongyp13
The translation-invariant adversarial attack method to improve the transferability of adversarial examples.
Python 97Updated: 4 y ago License: Permissive (Apache-2.0)
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CVWC2019-Amur-Tiger-Re-IDby LcenArthas
:trophy: Code for 1st Place Soluition in both the Tiger Re-ID in the plain track and Tiger Re-ID in the wild track (CVWC) @ ICCV19 Workshop.
Python 97Updated: 4 y ago License: Permissive (Apache-2.0)
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UNIT-Tensorflowby taki0112
Simple Tensorflow implementation of "Unsupervised Image to Image Translation Networks" (NIPS 2017 Spotlight)
Python 97Updated: 4 y ago License: Permissive (MIT)
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DoodlerGANby facebookresearch
AI models that can doodle/sketch
Python 97Updated: 2 y ago License: Permissive (MIT)
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spatial_ganby zalandoresearch
Spatial Generative Adversarial Networks
Python 96Updated: 4 y ago License: Permissive (MIT)
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BicycleGAN-Tensorflowby clvrai
A Tensorflow implementation of BicycleGAN.
Python 96Updated: 4 y ago License: Permissive (MIT)
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famosby zalandoresearch
Adversarial Framework for (non-) Parametric Image Stylisation Mosaics
Python 96Updated: 3 y ago License: Permissive (MIT)
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taganby woozzu
An official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
Python 96Updated: 4 y ago License: Permissive (Apache-2.0)
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DMTby Honlan
Disentangled Makeup Transfer with Generative Adversarial Network
Python 96Updated: 3 y ago License: No License (No License)
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BicycleGAN-pytorchby eveningglow
Pytorch implementation of BicycleGAN with implementation details
Python 96Updated: 4 y ago License: No License (No License)
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wasserstein-ganby musyoku
Chainer implementation of Wasserstein GAN
Python 95Updated: 5 y ago License: No License (No License)
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Distinct-Nby neural-dialogue-metrics
Compute Distinct-N metric proposed by Jiwei Li et al.
Python 95Updated: 1 y ago License: Permissive (MIT)
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ghfeatby genforce
[CVPR 2021] Generative Hierarchical Features from Synthesizing Images
Python 95Updated: 3 y ago License: No License (No License)
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R2R-EnvDropby airsplay
PyTorch Code of NAACL 2019 paper "Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout"
C++ 95Updated: 3 y ago License: Proprietary (Proprietary)
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exemplar_gansby bdol
Repository for Exemplar GANs code and datasets
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pixyzooby masa-su
Implementation codes of deep generative models with Pixyz
Jupyter Notebook 95Updated: 2 y ago License: No License (No License)
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lecam-ganby google
Regularizing Generative Adversarial Networks under Limited Data (CVPR 2021)
Jupyter Notebook 95Updated: 3 y ago License: Permissive (Apache-2.0)
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sdganby chrisdonahue
Official implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"
Python 94Updated: 2 y ago License: Permissive (MIT)
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3D-FCR-alphaGANby yunishi3
Fully Convolutional Refined Auto Encoding Generative Adversarial Networks for 3D Multi Object Scenes
Python 94Updated: 4 y ago License: No License (No License)
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unified-gan-tensorflowby lilianweng
A Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
Python 94Updated: 4 y ago License: No License (No License)
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HomoInterpGANby yingcong
Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation
Python 94Updated: 3 y ago License: No License (No License)
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Unsupervised-Anomaly-Detection-with-Generative-Adversarial-Networksby xtarx
Unsupervised Anomaly Detection with Generative Adversarial Networks on MIAS dataset
Python 94Updated: 4 y ago License: No License (No License)
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SpecGANby naotokui
SpecGAN - generate audio with adversarial training
Python 94Updated: 4 y ago License: No License (No License)
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dcgan-oreillyby dmonn
Notebook for O'Reilly's "Deep Convolutional Generative Adversarial Networks"
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