Alexandria Library

A curated collection of awesome articles

Here are some ressources related to Gans, Image generation, Deep learning. Hoping you will find learning material, alternative tools or just some interesting stuff.

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Articles

Reverse Engineering Self-Supervised Learning

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Symbolic Discovery of Optimization Algorithms

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Ten Years of Image Synthesis

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HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing

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Nvidia releases Alias-Free GAN code and pre-trained models, naming it StyleGAN3

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This beach does not exist

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Alias-Free GAN

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Exploiting Aliasing for Manga Restoration

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DeepMind achieves SOTA image recognition with 8.7x faster training

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Deep Learning for Procedural Content Generation – a survey

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StyleGAN2 Distillation for Feed-Forward Image Manipulation

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Visual Introduction to Self Supervised Learning

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Introduction to Adversarial Machine Learning

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Generative Adversarial Networks – The Story So Far

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Open Questions about Generative Adversarial Networks

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GAN – Generative Adversary Networks (2018)

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Audio AI: isolating vocals from stereo music using Convolutional Neural Networks

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Organized Resources for Deep Learning Researchers and Developers

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Why do CNNs generalize so poorly to small image transformations?

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Show HN: Decentralized P2P Messaging with Blockchain Verified Identities

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Group Normalization

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Generative Adversarial Networks Code in PyTorch and Tensorflow

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Deep image prior 'learns' on just one image

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Generative Adversarial Networks: An Overview [pdf]

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PassGAN: A Deep Learning Approach for Password Guessing

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Summary of the Neural Information Processing Systems Conference 2016

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Learning from Simulated and Unsupervised Images through Adversarial Training

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Major advancements in Deep Learning in 2016

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Generative Models

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Improved Techniques for Training GANs – OpenAI's first paper

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Deep Convolutional Generative Adversarial Networks

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The "it" in AI models is the dataset

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Implementing the Goodfellow GANs paper

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