Keras implementations of Generative Adversarial Networks.
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Dec 12, 2022 - Python
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generative-adversarial-networks
Generative adversarial networks (GAN) are a class of generative machine learning frameworks. A GAN consists of two competing neural networks, often termed the Discriminator network and the Generator network. GANs have been shown to be powerful generative models and are able to successfully generate new data given a large enough training dataset.
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🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
deep-neural-networks computer-vision deep-learning cnn pytorch generative-adversarial-network gan colab fourier high-resolution generative-adversarial-networks image-inpainting inpainting fourier-transform inpainting-methods colab-notebook inpainting-algorithm fourier-convolutions
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Jul 26, 2024 - Jupyter Notebook
Collection of generative models in Tensorflow
tensorflow gan mnist infogan generative-model vae ebgan generative-adversarial-networks wgan cvae lsgan variational-autoencoder began cgan wgan-gp generative-models dragan acgan fashion-mnist improved-wgan
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Aug 8, 2022 - Python
A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
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Feb 6, 2022 - Python
Learning Chinese Character style with conditional GAN
machine-learning deep-neural-networks deep-learning tensorflow style-transfer deeplearning chinese-characters pix2pix generative-adversarial-networks
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Aug 9, 2019 - Python
Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks
computer-vision deep-learning image-processing gan convolutional-neural-networks generative-adversarial-networks image-enhancement dped
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Dec 17, 2021 - Python
Deep Learning in Haskell
machine-learning haskell deep-neural-networks deep-learning convolutional-neural-networks generative-adversarial-networks
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Dec 8, 2023 - Haskell
Research Framework for easy and efficient training of GANs based on Pytorch
python machine-learning computer-vision deep-learning python3 pytorch generative-model neural-networks gans generative-adversarial-networks
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Oct 23, 2022 - Python
Generative Adversarial Transformers
transformers attention image-generation gans generative-adversarial-networks compositionality scene-generation
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Jun 14, 2022 - Python
Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699
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Oct 1, 2022 - Python
[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
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Apr 25, 2024 - Python
Generative Adversarial Networks (GANs) resources sorted by citations
generative-model gans adversarial-networks generative-adversarial-networks research-paper frameworks
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May 11, 2019
Speech Enhancement Generative Adversarial Network in TensorFlow
deep-neural-networks deep-learning tensorflow speech gan generative-model generative-adversarial-networks
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Mar 24, 2023 - Python
[CVPR 2019]: Pluralistic Image Completion
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Jul 29, 2022 - Python
Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754
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Jan 7, 2024 - Python
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
python machine-learning pytorch gan dcgan reproducibility gans generative-adversarial-networks cvpr cgan wgan-gp generative-models ssgan sngan cvpr2020 sngan-projection cvpr20 infomax-gan
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Aug 7, 2022 - Python
Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"
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Nov 22, 2022 - Python
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
machine-learning computer-vision pytorch image-compression generative-adversarial-networks entropy-coding
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May 2, 2023 - Python
A collection of awesome video generation studies.
generative-adversarial-networks video-generation paper-list diffusion-models text-to-video-generation
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Dec 24, 2024 - TeX
DGMs for NLP. A roadmap.
natural-language-processing parsing decoding text-generation generative-text generative-model graphical-models mcmc language-model generative-adversarial-networks variational-inference markov-chain-monte-carlo latent-variable-models normalizing-flows structured-prediction discrete-structures generative-models variational-autoencoders approximate-inference gradient-estimation
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Dec 12, 2022
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