Edge ConnectEdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212
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Generative inpaintingDeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
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DeepEchoSynthetic Data Generation for mixed-type, multivariate time series.
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DiscoGAN-TFTensorflow Implementation of DiscoGAN
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CSA pytorchPytorch implementation of Coherent Semantic Attention Image Inpainting
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DeepSIMOfficial PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
Stars: ✭ 389 (+296.94%)
Sketch2Color-anime-translationGiven a simple anime line-art sketch the model outputs a decent colored anime image using Conditional-Generative Adversarial Networks (C-GANs) concept.
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AGD[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang
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Easter-Bootcamp-2018Designed to take you from zero experience to GANs within a week.
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adversarial-recommender-systems-surveyThe goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…
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external-internal-inpainting[CVPR 2021] EII: Image Inpainting with External-Internal Learning and Monochromic Bottleneck
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BPPNet-Back-Projected-Pyramid-NetworkThis is the official GitHub repository for ECCV 2020 Workshop paper "Single image dehazing for a variety of haze scenarios using back projected pyramid network"
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csganTask-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)
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DCGAN-PytorchA Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"
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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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PanoDRCode and models for "PanoDR: Spherical Panorama Diminished Reality for Indoor Scenes" presented at the OmniCV workshop of CVPR21.
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CPCE-3DLow-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
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ST-CGANDataset and Code for our CVPR'18 paper ST-CGAN: "Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal"
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videoDCGANImplementation of a GAN that generates video using LSTM and ConvNet in Tensorflow
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path planning GANPath Planning using Generative Adversarial Network (GAN)
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Awesome-GAN-Resources🤖A list of resources to help anyone getting started with GANs 🤖
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tiny-pix2pixRedesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture
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adversarial-networksMaterial de la charla "The bad guys in AI - atacando sistemas de machine learning"
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SSVEP-Neural-Generative-ModelsCode to accompany our International Joint Conference on Neural Networks (IJCNN) paper entitled - Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
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py-msa-kdenlivePython script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.
Stars: ✭ 25 (-74.49%)
GraphCNN-GANGraph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution
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Long-Tail-GANAdversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering
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gzsl-odOut-of-Distribution Detection for Generalized Zero-Shot Action Recognition
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ArtGANTensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "
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SDGymBenchmarking synthetic data generation methods.
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Audio2Guitarist-GANTwo-stage GANs that generate fingerstyle guitarist images from audio.
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simpleganTensorflow-based framework to ease training of generative models
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ganA 1D toy example of optimizing a generative model using the WGAN-GP model.
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pytorch-GANMy pytorch implementation for GAN
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favorite-research-papersListing my favorite research papers 📝 from different fields as I read them.
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ganbertEnhancing the BERT training with Semi-supervised Generative Adversarial Networks
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multitask-CycleGANPytorch implementation of multitask CycleGAN with auxiliary classification loss
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deepfillv2-pylightningClean minimal implementation of Free-Form Image Inpainting with Gated Convolutions in pytorch lightning. Inspired from pytorch implementation by @avalonstrel.
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gan deeplearning4jAutomatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.
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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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coursera-gan-specializationProgramming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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stylegan-encoderStyleGAN Encoder - converts real images to latent space
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hyperstyleOfficial Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
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CharacterGANCharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
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TF2-GAN🐳 GAN implemented as Tensorflow 2.X
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WGAN-GP-tensorflowTensorflow Implementation of Paper "Improved Training of Wasserstein GANs"
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