favorite-research-papersListing my favorite research papers 📝 from different fields as I read them.
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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gans-2.0Generative Adversarial Networks in TensorFlow 2.0
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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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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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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 (+252.63%)
gan-qp.pytorchUnofficial PyTorch implementation of "GAN-QP: A Novel GAN Framework without Gradient Vanishing and Lipschitz Constraint"
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Cyclegan QpOfficial PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"
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Tsit[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation
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DCGAN-PytorchA Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"
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adversarial-networksMaterial de la charla "The bad guys in AI - atacando sistemas de machine learning"
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DeepSIMOfficial PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)
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StyleSightBrowser based 'real-time' AR 'fast' neural style transfer using tensorflowjs
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stylegan-encoderStyleGAN Encoder - converts real images to latent space
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Easter-Bootcamp-2018Designed to take you from zero experience to GANs within a week.
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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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coursera-gan-specializationProgramming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
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DeepEchoSynthetic Data Generation for mixed-type, multivariate time series.
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MongeAmpereFlowContinuous-time gradient flow for generative modeling and variational inference
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path planning GANPath Planning using Generative Adversarial Network (GAN)
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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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AdaAttNOfficially unofficial PyTorch re-implementation of paper: AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer, ICCV 2021.
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barracuda-style-transferCompanion code for the Unity Style Transfer blog post, showcasing realtime style transfer using Barracuda.
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ganbertEnhancing the BERT training with Semi-supervised Generative Adversarial Networks
Stars: ✭ 205 (+439.47%)
PSGAN-NCNNPSGAN running with ncnn⚡妆容迁移/仿妆⚡Imitation Makeup/Makeup Transfer⚡
Stars: ✭ 140 (+268.42%)
Keras-Style-TransferAn implementation of "A Neural Algorithm of Artistic Style" in Keras
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gan deeplearning4jAutomatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.
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Audio2Guitarist-GANTwo-stage GANs that generate fingerstyle guitarist images from audio.
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android tfliteGPU Accelerated TensorFlow Lite applications on Android NDK. Higher accuracy face detection, Age and gender estimation, Human pose estimation, Artistic style transfer
Stars: ✭ 105 (+176.32%)
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
Stars: ✭ 37 (-2.63%)
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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hyperstyleOfficial Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666
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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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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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mix-stageOfficial Repository for the paper Style Transfer for Co-Speech Gesture Animation: A Multi-Speaker Conditional-Mixture Approach published in ECCV 2020 (https://arxiv.org/abs/2007.12553)
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PESROfficial code (Pytorch) for paper Perception-Enhanced Single Image Super-Resolution via Relativistic Generative Networks
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gan-error-avoidanceLearning to Avoid Errors in GANs by Input Space Manipulation (Code for paper)
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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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CIPS-3D3D-aware GANs based on NeRF (arXiv).
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bmuseganCode for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
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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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Awesome-GAN-Resources🤖A list of resources to help anyone getting started with GANs 🤖
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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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GLStyleNetSemantic style transfer, code and data for "GLStyleNet: Exquisite Style Transfer Combining Global and Local Pyramid Features" (IET Computer Vision 2020)
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Deep-FakesNo description or website provided.
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simpleganTensorflow-based framework to ease training of generative models
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