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ElegantELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
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Anogan TfUnofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
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Triple GanSee Triple-GAN-V2 in PyTorch: https://github.com/taufikxu/Triple-GAN
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WganTensorflow Implementation of Wasserstein GAN (and Improved version in wgan_v2)
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mtss-ganMTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
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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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Anime2SketchA sketch extractor for anime/illustration.
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Tf SndcganTensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)
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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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FreezedFreeze the Discriminator: a Simple Baseline for Fine-Tuning GANs (CVPRW 2020)
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Improvedgan PytorchSemi-supervised GAN in "Improved Techniques for Training GANs"
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deep-blueberryIf you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
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Transmomo.pytorchThis is the official PyTorch implementation of the CVPR 2020 paper "TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting".
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FAST-RIRThis is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.
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Generative inpaintingDeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
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Colorizing With GansGrayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400
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gans-2.0Generative Adversarial Networks in TensorFlow 2.0
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Conditional GanTensorflow implementation for Conditional Convolutional Adversarial Networks.
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Keras AcganAuxiliary Classifier Generative Adversarial Networks in Keras
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MultiGraphGANMultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
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AdganThe Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"
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KbganCode for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
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GifGIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
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market risk gan tensorflowUsing Bidirectional Generative Adversarial Networks to estimate Value-at-Risk for Market Risk Management using TensorFlow.
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HashGANHashGAN: Deep Learning to Hash with Pair Conditional Wasserstein GAN
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Gan steerabilityOn the "steerability" of generative adversarial networks
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CycleGAN-gluon-mxnetthis repo attemps to reproduce Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(CycleGAN) use gluon reimplementation
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Master Thesis BayesiancnnMaster Thesis on Bayesian Convolutional Neural Network using Variational Inference
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GAN-LTH[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
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RanksrganICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
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CocosnetCross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)
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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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SpareNetStyle-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)
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Rethinking Inpainting MedfeRethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral
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binaryganCode for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"
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IseebetteriSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
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Awesome TensorlayerA curated list of dedicated resources and applications
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Csa InpaintingCoherent Semantic Attention for image inpainting(ICCV 2019)
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Generative MLZSL[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning
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Generative Inpainting PytorchA PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
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Paper-NotesPaper notes in deep learning/machine learning and computer vision
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The Gan WorldEverything about Generative Adversarial Networks
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DraganA stable algorithm for GAN training
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Gan2shapeCode for GAN2Shape (ICLR2021 oral)
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SganStacked Generative Adversarial Networks
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Self-Supervised-GANsTensorflow Implementation for paper "self-supervised generative adversarial networks"
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speech-enhancement-WGANspeech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN
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pytorch-gansPyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
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