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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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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timegan-pytorchThis repository is a non-official implementation of TimeGAN (Yoon et al., NIPS2019) using PyTorch.
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gans-2.0Generative Adversarial Networks in TensorFlow 2.0
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bmuseganCode for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”
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MultiGraphGANMultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.
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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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text2imageNetGenerate image from text with Generative Adversarial Network
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AdganThe Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN"
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speech-enhancement-WGANspeech enhancement GAN on waveform/log-power-spectrum data using Improved WGAN
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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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Anime2SketchA sketch extractor for anime/illustration.
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pytorch-gansPyTorch implementation of GANs (Generative Adversarial Networks). DCGAN, Pix2Pix, CycleGAN, SRGAN
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ganbertEnhancing the BERT training with Semi-supervised Generative Adversarial Networks
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mtss-ganMTSS-GAN: Multivariate Time Series Simulation with Generative Adversarial Networks (by @firmai)
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MMD-GANImproving MMD-GAN training with repulsive loss function
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ElegantELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes
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TF2-GAN🐳 GAN implemented as Tensorflow 2.X
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Tf SndcganTensorflow Implementation of the paper "Spectral Normalization for Generative Adversarial Networks" (ICML 2017 workshop)
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DCGAN-CIFAR10A implementation of DCGAN (Deep Convolutional Generative Adversarial Networks) for CIFAR10 image
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binaryganCode for "Training Generative Adversarial Networks with Binary Neurons by End-to-end Backpropagation"
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SganStacked Generative Adversarial Networks
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PESROfficial code (Pytorch) for paper Perception-Enhanced Single Image Super-Resolution via Relativistic Generative Networks
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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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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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Paper-NotesPaper notes in deep learning/machine learning and computer vision
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CIPS-3D3D-aware GANs based on NeRF (arXiv).
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HashGANHashGAN: Deep Learning to Hash with Pair Conditional Wasserstein GAN
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DCGAN-PytorchA Pytorch implementation of "Deep Convolutional Generative Adversarial Networks"
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Deep-FakesNo description or website provided.
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Generative MLZSL[TPAMI Under Submission] Generative Multi-Label Zero-Shot Learning
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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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MAD-GAN-MLCAMPRepository for MAD-GAN Paper done in ML CAMP Jeju
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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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DiscoGAN-TFTensorflow Implementation of DiscoGAN
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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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text2image-benchmarkPerformance comparison of existing GAN based Text To Image algorithms. (GAN-CLS, StackGAN, TAC-GAN)
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path planning GANPath Planning using Generative Adversarial Network (GAN)
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SpareNetStyle-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)
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Deep-Learning-PytorchA repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field
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Awesome TensorlayerA curated list of dedicated resources and applications
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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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Generative Inpainting PytorchA PyTorch reimplementation for paper Generative Image Inpainting with Contextual Attention (https://arxiv.org/abs/1801.07892)
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The Gan WorldEverything about Generative Adversarial Networks
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SMILESMILE: Semantically-guided Multi-attribute Image and Layout Editing, ICCV Workshops 2021.
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simpleganTensorflow-based framework to ease training of generative models
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pytorch-GANMy pytorch implementation for GAN
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gan deeplearning4jAutomatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.
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Self-Supervised-GANsTensorflow Implementation for paper "self-supervised generative adversarial networks"
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