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Tensorflow-MultiGPU-VAE-GANby timsainb
Jupyter Notebook 
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A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.
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A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
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Official TP-GAN Tensorflow implementation for paper "Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis"
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:thought_balloon: Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)
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Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
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Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2
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The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;
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Official Pytorch implementation of GANILLA
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PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)
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We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
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The authors official implementation of Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
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MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)
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PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)
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Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)
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Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
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megvii-pku-dl-courseby megvii-research
Jupyter Notebook 399 Version:Current
License: No License (No License)
License: No License (No License)Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.
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Chainer implementation of recent GAN variants
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The implementation of StyleGAN on PyTorch 1.0.1
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[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
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Apply Waseerstein GAN into SRGAN, a deep learning super resolution model
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Applied generative adversarial networks (GANs) to do anomaly detection for time series data
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a-PyTorch-Tutorial-to-Super-Resolutionby sgrvinod
Python 394 Version:Current License: Permissive (MIT)
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
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A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).
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Implementation of the mixup training method
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PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
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PyTorch implementation for our paper Learning Character-Agnostic Motion for Motion Retargeting in 2D, SIGGRAPH 2019
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Generative image model with learned similarity measures
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Densely Connected Pyramid Dehazing Network (CVPR'2018)
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DAGAN: Data Augmentation Generative Adversarial Networks
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Python 383 Version:Current License: Permissive (MIT)
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Official pytorch implementation for "Deep Video Inpainting" (CVPR 2019)
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book_DeepLearning_in_PyTorch_Sourceby swarmapytorch
Jupyter Notebook 381 Version:Current License: Permissive (Apache-2.0)
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Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).
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Generative-Adversarial-Networks-Roadmapby instillai
Python 376 Version:Current License: Permissive (MIT)
The Roadmap to Learn Generative Adversarial Networks (GANs)
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[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
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Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)
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[ECCV 2020] In-Domain GAN Inversion for Real Image Editing (PyTorch code)
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ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.
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Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)
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Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).
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InvariantRiskMinimizationby facebookresearch
Python 365 Version:Current License: Proprietary (Proprietary)
PyTorch code to run synthetic experiments.
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PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!
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Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
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adversarial-examples-pytorchby sarathknv
Python 357 Version:Current License: No License (No License)
License: No License (No License)Implementation of Papers on Adversarial Examples
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GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
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Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
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My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
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R
Rethinking-Inpainting-MEDFEby KumapowerLIU
Python 352 Version:Current License: Proprietary (Proprietary)
Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral
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Tensorflow implementation of CycleGAN
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This is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".
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Tensorflow-MultiGPU-VAE-GANby timsainb
A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.
Jupyter Notebook 425Updated: 2 y ago License: Permissive (MIT)
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generative-inpainting-pytorchby daa233
A PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
Python 422Updated: 2 y ago License: Permissive (MIT)
422Updated: 2 y ago License: Permissive (MIT)Support
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TP-GANby HRLTY
Official TP-GAN Tensorflow implementation for paper "Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis"
Python 419Updated: 3 y ago License: Proprietary (Proprietary)
419Updated: 3 y ago License: Proprietary (Proprietary)Support
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diffusion-point-cloudby luost26
:thought_balloon: Diffusion Probabilistic Models for 3D Point Cloud Generation (CVPR 2021)
Python 418Updated: 2 y ago License: Permissive (MIT)
418Updated: 2 y ago License: Permissive (MIT)Support
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WassersteinGAN.tensorflowby shekkizh
Tensorflow implementation of Wasserstein GAN - arxiv: https://arxiv.org/abs/1701.07875
Python 417Updated: 2 y ago License: Permissive (MIT)
417Updated: 2 y ago License: Permissive (MIT)Support
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CycleGAN-VC2by jackaduma
Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2
Python 413Updated: 2 y ago License: Permissive (MIT)
413Updated: 2 y ago License: Permissive (MIT)Support
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ADGANby menyifang
The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;
Python 411Updated: 2 y ago License: No License (No License)
411Updated: 2 y ago License: No License (No License)Support
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ganillaby giddyyupp
Official Pytorch implementation of GANILLA
Python 407Updated: 3 y ago License: Proprietary (Proprietary)
407Updated: 3 y ago License: Proprietary (Proprietary)Support
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ConSinGANby tohinz
PyTorch implementation of "Improved Techniques for Training Single-Image GANs" (WACV-21)
Python 407Updated: 2 y ago License: Permissive (MIT)
407Updated: 2 y ago License: Permissive (MIT)Support
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GAN-for-tabular-databy Diyago
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
Python 406Updated: 1 y ago License: Permissive (Apache-2.0)
406Updated: 1 y ago License: Permissive (Apache-2.0)Support
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GANLatentDiscoveryby anvoynov
The authors official implementation of Unsupervised Discovery of Interpretable Directions in the GAN Latent Space
Python 404Updated: 2 y ago License: No License (No License)
404Updated: 2 y ago License: No License (No License)Support
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MSGANby HelenMao
MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)
Python 403Updated: 2 y ago License: No License (No License)
403Updated: 2 y ago License: No License (No License)Support
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mnist-svhn-transferby yunjey
PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)
Python 401Updated: 2 y ago License: Permissive (MIT)
401Updated: 2 y ago License: Permissive (MIT)Support
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GP-GANby wuhuikai
Official Chainer implementation of GP-GAN: Towards Realistic High-Resolution Image Blending (ACMMM 2019, oral)
Python 401Updated: 2 y ago License: Permissive (MIT)
401Updated: 2 y ago License: Permissive (MIT)Support
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DeepSIMby eliahuhorwitz
Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
Python 399Updated: 1 y ago License: Proprietary (Proprietary)
399Updated: 1 y ago License: Proprietary (Proprietary)Support
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megvii-pku-dl-courseby megvii-research
Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.
Jupyter Notebook 399Updated: 3 y ago License: No License (No License)
399Updated: 3 y ago License: No License (No License)Support
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chainer-gan-libby pfnet-research
Chainer implementation of recent GAN variants
Python 398Updated: 3 y ago License: Permissive (MIT)
398Updated: 3 y ago License: Permissive (MIT)Support
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StyleGAN_PyTorchby tomguluson92
The implementation of StyleGAN on PyTorch 1.0.1
Python 398Updated: 3 y ago License: No License (No License)
398Updated: 3 y ago License: No License (No License)Support
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AutoGANby VITA-Group
[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang
Python 397Updated: 4 y ago License: Permissive (MIT)
397Updated: 4 y ago License: Permissive (MIT)Support
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SRGAN_Wassersteinby JustinhoCHN
Apply Waseerstein GAN into SRGAN, a deep learning super resolution model
Python 396Updated: 4 y ago License: No License (No License)
396Updated: 4 y ago License: No License (No License)Support
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MAD-GANsby LiDan456
Applied generative adversarial networks (GANs) to do anomaly detection for time series data
Python 395Updated: 2 y ago License: No License (No License)
395Updated: 2 y ago License: No License (No License)Support
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a-PyTorch-Tutorial-to-Super-Resolutionby sgrvinod
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
Python 394Updated: 2 y ago License: Permissive (MIT)
394Updated: 2 y ago License: Permissive (MIT)Support
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a
ac-ganby buriburisuri
A tensorflow implementation of google's AC-GAN ( Auxiliary Classifier GAN ).
Python 391Updated: 4 y ago License: Permissive (MIT)
391Updated: 4 y ago License: Permissive (MIT)Support
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mixupby hongyi-zhang
Implementation of the mixup training method
Python 391Updated: 3 y ago License: Permissive (BSD-3-Clause)
391Updated: 3 y ago License: Permissive (BSD-3-Clause)Support
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pix2pix-pytorchby mrzhu-cool
PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
Python 391Updated: 2 y ago License: No License (No License)
391Updated: 2 y ago License: No License (No License)Support
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2D-Motion-Retargetingby ChrisWu1997
PyTorch implementation for our paper Learning Character-Agnostic Motion for Motion Retargeting in 2D, SIGGRAPH 2019
Python 391Updated: 1 y ago License: Permissive (MIT)
391Updated: 1 y ago License: Permissive (MIT)Support
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autoencoding_beyond_pixelsby andersbll
Generative image model with learned similarity measures
Python 390Updated: 3 y ago License: Permissive (MIT)
390Updated: 3 y ago License: Permissive (MIT)Support
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DCPDNby hezhangsprinter
Densely Connected Pyramid Dehazing Network (CVPR'2018)
Python 390Updated: 2 y ago License: No License (No License)
390Updated: 2 y ago License: No License (No License)Support
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DAGANby AntreasAntoniou
DAGAN: Data Augmentation Generative Adversarial Networks
Python 389Updated: 1 y ago License: Permissive (MIT)
389Updated: 1 y ago License: Permissive (MIT)Support
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DCGAN-LSGAN-WGAN-GP-DRAGAN-Tensorflow-2by LynnHo
Python 383Updated: 4 y ago License: Permissive (MIT)
383Updated: 4 y ago License: Permissive (MIT)Support
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Deep-Video-Inpaintingby mcahny
Official pytorch implementation for "Deep Video Inpainting" (CVPR 2019)
Python 381Updated: 3 y ago License: No License (No License)
381Updated: 3 y ago License: No License (No License)Support
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book_DeepLearning_in_PyTorch_Sourceby swarmapytorch
Jupyter Notebook 381Updated: 1 y ago License: Permissive (Apache-2.0)
381Updated: 1 y ago License: Permissive (Apache-2.0)Support
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sequence_ganby ofirnachum
Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).
Python 379Updated: 3 y ago License: No License (No License)
379Updated: 3 y ago License: No License (No License)Support
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Generative-Adversarial-Networks-Roadmapby instillai
The Roadmap to Learn Generative Adversarial Networks (GANs)
Python 376Updated: 2 y ago License: Permissive (MIT)
376Updated: 2 y ago License: Permissive (MIT)Support
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co-mod-ganby zsyzzsoft
[ICLR 2021, Spotlight] Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
Python 375Updated: 2 y ago License: Proprietary (Proprietary)
375Updated: 2 y ago License: Proprietary (Proprietary)Support
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R
Recycle-GANby aayushbansal
Unsupervised Video Retargeting (e.g. face to face, flower to flower, clouds and winds, sunrise and sunset)
Python 373Updated: 3 y ago License: Permissive (MIT)
373Updated: 3 y ago License: Permissive (MIT)Support
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idinvert_pytorchby genforce
[ECCV 2020] In-Domain GAN Inversion for Real Image Editing (PyTorch code)
Python 370Updated: 2 y ago License: Permissive (MIT)
370Updated: 2 y ago License: Permissive (MIT)Support
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ArtGANby cs-chan
ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.
Python 370Updated: 2 y ago License: Permissive (BSD-3-Clause)
370Updated: 2 y ago License: Permissive (BSD-3-Clause)Support
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CDANby thuml
Code release for "Conditional Adversarial Domain Adaptation" (NIPS 2018)
Jupyter Notebook 370Updated: 2 y ago License: No License (No License)
370Updated: 2 y ago License: No License (No License)Support
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HiSDby imlixinyang
Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).
Python 366Updated: 2 y ago License: Proprietary (Proprietary)
366Updated: 2 y ago License: Proprietary (Proprietary)Support
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InvariantRiskMinimizationby facebookresearch
PyTorch code to run synthetic experiments.
Python 365Updated: 2 y ago License: Proprietary (Proprietary)
365Updated: 2 y ago License: Proprietary (Proprietary)Support
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A
AI-Artby Adi-iitd
PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!
Python 362Updated: 2 y ago License: Permissive (MIT)
362Updated: 2 y ago License: Permissive (MIT)Support
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pycadlby pkmital
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Python 359Updated: 3 y ago License: Proprietary (Proprietary)
359Updated: 3 y ago License: Proprietary (Proprietary)Support
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adversarial-examples-pytorchby sarathknv
Implementation of Papers on Adversarial Examples
Python 357Updated: 2 y ago License: No License (No License)
357Updated: 2 y ago License: No License (No License)Support
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GIFby ParthaEth
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
Python 357Updated: 2 y ago License: Permissive (MIT)
357Updated: 2 y ago License: Permissive (MIT)Support
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FewShot_GAN-Unet3Dby arnab39
Tensorflow implementation of our paper: Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
Python 353Updated: 2 y ago License: Permissive (MIT)
353Updated: 2 y ago License: Permissive (MIT)Support
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pytorch-GANsby gordicaleksa
My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.
Python 352Updated: 2 y ago License: Permissive (MIT)
352Updated: 2 y ago License: Permissive (MIT)Support
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Rethinking-Inpainting-MEDFEby KumapowerLIU
Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral
Python 352Updated: 2 y ago License: Proprietary (Proprietary)
352Updated: 2 y ago License: Proprietary (Proprietary)Support
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CycleGANby hardikbansal
Tensorflow implementation of CycleGAN
Python 347Updated: 3 y ago License: No License (No License)
347Updated: 3 y ago License: No License (No License)Support
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transmomo.pytorchby yzhq97
This is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".
Python 346Updated: 2 y ago License: No License (No License)
346Updated: 2 y ago License: No License (No License)Support
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