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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favorite-research-papersListing my favorite research papers 📝 from different fields as I read them.
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Tsit[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation
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Cyclegan QpOfficial PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
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CS231nPyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"
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Data Augmentation ReviewList of useful data augmentation resources. You will find here some not common techniques, libraries, links to github repos, papers and others.
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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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.
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gans-2.0Generative Adversarial Networks in TensorFlow 2.0
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csganTask-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)
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Audio2Guitarist-GANTwo-stage GANs that generate fingerstyle guitarist images from audio.
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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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stylegan-encoderStyleGAN Encoder - converts real images to latent space
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lewisOfficial code for LEWIS, from: "LEWIS: Levenshtein Editing for Unsupervised Text Style Transfer", ACL-IJCNLP 2021 Findings by Machel Reid and Victor Zhong
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WGAN-GP-tensorflowTensorflow Implementation of Paper "Improved Training of Wasserstein GANs"
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Awesome-GAN-Resources🤖A list of resources to help anyone getting started with GANs 🤖
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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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adversarial-networksMaterial de la charla "The bad guys in AI - atacando sistemas de machine learning"
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Easter-Bootcamp-2018Designed to take you from zero experience to GANs within a week.
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linguistic-style-transfer-pytorchImplementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
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Long-Tail-GANAdversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering
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STYLEROfficial repository of STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech, INTERSPEECH 2021
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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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deep dreamDeepDream psychodelic image generator.
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videoDCGANImplementation of a GAN that generates video using LSTM and ConvNet in Tensorflow
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ganA 1D toy example of optimizing a generative model using the WGAN-GP model.
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gan-error-avoidanceLearning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)
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tiny-pix2pixRedesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture
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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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ganslateSimple and extensible GAN image-to-image translation framework. Supports natural and medical images.
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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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Keras-Style-TransferAn implementation of "A Neural Algorithm of Artistic Style" in Keras
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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.
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multitask-CycleGANPytorch implementation of multitask CycleGAN with auxiliary classification loss
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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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DeepEchoSynthetic Data Generation for mixed-type, multivariate time series.
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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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Shakespearizing-Modern-EnglishCode for "Jhamtani H.*, Gangal V.*, Hovy E. and Nyberg E. Shakespearizing Modern Language Using Copy-Enriched Sequence to Sequence Models" Workshop on Stylistic Variation, EMNLP 2017
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CPCE-3DLow-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
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AdaAttNOfficially unofficial PyTorch re-implementation of paper: AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer, ICCV 2021.
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gzsl-odOut-of-Distribution Detection for Generalized Zero-Shot Action Recognition
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CharacterGANCharacterGAN: Few-Shot Keypoint Character Animation and Reposing (Best Paper WACV 2022)
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Music-Style-TransferSource code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"
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SDGymBenchmarking synthetic data generation methods.
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Image recoloringImage Recoloring Based on Object Color Distributions (Eurographics 2019)
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pytorch-dannA PyTorch implementation for Unsupervised Domain Adaptation by Backpropagation
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