TransGAN

3 Posts

A living room made out of cups of coffee: the people, the seats, the chimney, the lamp, all gather around a cozy fire.
TransGAN

One Architecture to Do Them All: Transformer: The AI Architecture That Can Do It All

The transformer architecture extended its reach to a variety of new domains.What happened: Originally developed for natural language processing, transformers are becoming the Swiss Army Knife of deep learning.
2 min read
An illustration shows a cozy cabin where all the furniture is made out of coffee mugs.
TransGAN

Transformers Take Over: Transformers Applied to Vision, Language, Video, and More

In 2021, transformers were harnessed to discover drugs, recognize speech, and paint pictures — and much more.
2 min read
A generative adversarial network (GAN)
TransGAN

Image Generation Transformed

A recent generative adversarial network (GAN) produced more coherent images using modified transformers that replaced fully connected layers with convolutional layers. A new GAN achieved a similar end using transformers in their original form.
2 min read

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