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Wasserstein GanChainer implementation of Wasserstein GAN
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GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
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Dcgan TensorflowA Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
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TaganAn official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
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ImagedeblurringA Keras implementation of image deblurring based on ICCV 2017 paper "Deep Generative Filter for motion deblurring"
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SpecganSpecGAN - generate audio with adversarial training
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Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
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Pacgan[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
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Njunmt TfAn open-source neural machine translation system developed by Natural Language Processing Group, Nanjing University.
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Fashion MnistA MNIST-like fashion product database. Benchmark 👇
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TbganProject Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'
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AshpyTensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.
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Doppelganger[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
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Pytorch Pix2pixPytorch implementation of pix2pix for various datasets.
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DpedSoftware and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
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ManMultinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
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Lsd SegLearning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
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XmunmtAn implementation of RNNsearch using TensorFlow
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Pix2pixImage-to-image translation with conditional adversarial nets
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Lggan[CVPR 2020] Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation
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FaganA variant of the Self Attention GAN named: FAGAN (Full Attention GAN)
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Celeba Hq ModifiedModified h5tool.py make user getting celeba-HQ easier
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Inr GanAdversarial Generation of Continuous Images [CVPR 2021]
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ArteditingModeling Artistic Workflows for Image Generation and Editing (ECCV 2020)
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ExermoteUsing Machine Learning to predict the type of exercise from movement data
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Cycle Gan TfReimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.
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Unified Gan TensorflowA Tensorflow implementation of GAN, WGAN and WGAN with gradient penalty.
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Gan VisVisualization of GAN training process
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Pytorch FidCompute FID scores with PyTorch.
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Sprint ganPrivacy-preserving generative deep neural networks support clinical data sharing
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GenevaCode to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"
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Dr Gan By PytorchAn implement of Disentangled Representation Learning GAN for Pose-Invariant Face Recognition
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ColorizerAdd colors to black and white images with neural networks (GANs).
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Sequentialdata GanTensorflow Implementation of GAN modeling for sequential data
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ExprganFacial Expression Editing with Controllable Expression Intensity
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What I Have ReadPaper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers
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PsganPeriodic Spatial Generative Adversarial Networks
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TorchelieTorchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch.
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CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
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