Generative Adversarial Networks Articles

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12/12/2019 • EN

What's New in the 3rd Edition

Author announces the 3rd edition of Python Machine Learning, featuring TensorFlow 2.0 updates and a new chapter on Generative Adversarial Networks.

Deep Learning Generative Adversarial Networks Machine Learning Python Tensorflow

Sebastian Raschka

8/2/2018 • EN

Generating Gender-Neutral Face Images with Semi-Adversarial Neural Networks to Enhance Privacy

Explores using semi-adversarial neural networks to generate gender-neutral face images, enhancing privacy by hiding gender while preserving biometric utility.

Face Recognition Gender Classification Generative Adversarial Networks Neural Networks privacy

Sebastian Raschka

8/20/2017 • EN

From GAN to WGAN

Explains the math behind GANs, their training challenges, and introduces WGAN as a solution for improved stability.

Deep Learning Gan Generative Adversarial Networks Machine Learning Wgan

Lilian Weng

9/30/2016 • EN

Deep Learning Research Review Week 1&#58 Generative Adversarial Nets

A deep dive into Generative Adversarial Networks (GANs), summarizing and explaining key research papers in the field.

computer vision Deep Learning Generative Adversarial Networks Machine Learning Research Papers

Adit Deshpande

Generative Adversarial Networks Articles

What's New in the 3rd Edition

Generating Gender-Neutral Face Images with Semi-Adversarial Neural Networks to Enhance Privacy

From GAN to WGAN

Deep Learning Research Review Week 1&#58 Generative Adversarial Nets

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