LSGANChainer implementation of Least Squares GAN (LSGAN)
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SlimGANSlimmable Generative Adversarial Networks (AAAI 2021)
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infnet-spenTensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"
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keras-text-to-imageTranslate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks
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DeepFlowPytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"
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Generative-ModelRepository for implementation of generative models with Tensorflow 1.x
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StyleGANCppUnofficial implementation of StyleGAN's generator
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DCGAN-PytorchA Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"
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ML-Papers-TLDRA summary of interesting Machine Learning (mostly Deep Learning) papers that I encounter.
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coursera-gan-specializationProgramming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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pytorch ganSpectral Normalization and Projection Discriminator
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cgan-face-generatorFace generator from sketches using cGAN (pix2pix) model
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srganPytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
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pytorch-gansPyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
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Pytorch-Basic-GANsSimple Pytorch implementations of most used Generative Adversarial Network (GAN) varieties.
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CariMe-pytorchUnpaired Caricature Generation with Multiple Exaggerations (TMM 2021)
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PixeldtganA torch implementation of "Pixel-Level Domain Transfer"
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TorchfusionA modern deep learning framework built to accelerate research and development of AI systems
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The Gan WorldEverything about Generative Adversarial Networks
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AdganThe Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"
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AvatarGANGenerate Cartoon Images using Generative Adversarial Network
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Child-Face-GenerationDeep Convolutional Conditional GAN and Supervised CNN for generating children's faces given parents' faces
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PiqMeasures and metrics for image2image tasks. PyTorch.
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GifGIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
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videoMultiGANEnd to End learning for Video Generation from Text
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Nn🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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VSGANVapourSynth Single Image Super-Resolution Generative Adversarial Network (GAN)
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SeqGAN-PyTorchImplementation of Sequence Generative Adversarial Nets with Policy Gradient in PyTorch
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SrganPhoto-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
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Gan steerabilityOn the "steerability" of generative adversarial networks
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Nlpgnn1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
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Warpgan(CVPR 2019 Oral) Style Transfer with Geometric Deformation
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RanksrganICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
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SLE-GANTowards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis
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MoveSimCodes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility
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GAN-RNN Timeseries-imputationRecurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
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ArtganArtGAN: This work presents a series of new approaches to improve Generative Adversarial Network (GAN) for conditional image synthesis and we name the proposed model as “ArtGAN”. Implementations are in Caffe/Tensorflow.
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Gan SandboxVanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.
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PerceptualGANPytorch implementation of Image Manipulation with Perceptual Discriminators paper
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PaddleganPaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.
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Pix2voxSketch-Based 3D Exploration with Stacked Generative Adversarial Networks
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wgan-gpPytorch implementation of Wasserstein GANs with Gradient Penalty
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SinganPytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"
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PapersSummaries of machine learning papers
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unrolled-gansPyTorch Implementation of Unrolled Generative Adversarial Networks
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Triple GanSee Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
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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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