GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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Pixel2style2pixelOfficial Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"
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Csa InpaintingCoherent Semantic Attention for image inpainting(ICCV 2019)
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Gan steerabilityOn the "steerability" of generative adversarial networks
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DraganA stable algorithm for GAN training
Stars: ✭ 189 (+721.74%)
SdvSynthetic Data Generation for tabular, relational and time series data.
Stars: ✭ 360 (+1465.22%)
Anycost Gan[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
Stars: ✭ 367 (+1495.65%)
YannThis toolbox is support material for the book on CNN (http://www.convolution.network).
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AnimeganA simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
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PorousmediaganReconstruction of three-dimensional porous media using generative adversarial neural networks
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Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
Stars: ✭ 134 (+482.61%)
Generative adversarial networks 101Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
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Neuralnetworks.thought ExperimentsObservations and notes to understand the workings of neural network models and other thought experiments using Tensorflow
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TriangleGANTriangleGAN, ACM MM 2019.
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Few Shot Patch Based TrainingThe official implementation of our SIGGRAPH 2020 paper Interactive Video Stylization Using Few-Shot Patch-Based Training
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Generative Adversarial NetworksIntroduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
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Pytorch CycleganA clean and readable Pytorch implementation of CycleGAN
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Data Efficient Gans[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
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AliceNIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
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FineganFineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
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Sprint ganPrivacy-preserving generative deep neural networks support clinical data sharing
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CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
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Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
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A Nice McCode for "A-NICE-MC: Adversarial Training for MCMC"
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NetganImplementation of the paper "NetGAN: Generating Graphs via Random Walks".
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Keras AcganAuxiliary Classifier Generative Adversarial Networks in Keras
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SwapnetVirtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!
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Conditional GanTensorflow implementation for Conditional Convolutional Adversarial Networks.
Stars: ✭ 202 (+778.26%)
ADL2019Applied Deep Learning (2019 Spring) @ NTU
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CWRCode and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.
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Faceswap GanA denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
Stars: ✭ 3,099 (+13373.91%)
Generative models tutorial with demoGenerative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
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Selectiongan[CVPR 2019 Oral] Multi-Channel Attention Selection GAN with Cascaded Semantic Guidance for Cross-View Image Translation
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WGAN-GP-TensorFlowTensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.
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Generative ModelsAnnotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
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Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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MmeditingOpenMMLab Image and Video Editing Toolbox
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Anime2SketchA sketch extractor for anime/illustration.
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Simgan CaptchaSolve captcha without manually labeling a training set
Stars: ✭ 405 (+1660.87%)
Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
Stars: ✭ 705 (+2965.22%)
Contrastive Unpaired TranslationContrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Stars: ✭ 822 (+3473.91%)