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Showing 6 of 6 articles

A Reflection on the Past DecadeArchive 2021
1 min

A Reflection on the Past Decade

You won't find the year 2020 or GPT there, but overall it's quite well done :) https://towardsdatascience.com/the-decade-of-artificial…

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GPT-2 Interviews Alpha Industries Ltd.Archive 2019
5 min

GPT-2 Interviews Alpha Industries Ltd.

I am still enchanted by the possibilities of the GPT-2 model. Today, I fine-tuned the system for questions and answers. I provided it with information about our company, Alpha Industries, and devised four questions, giving it the correct answer to three. I was curious to see how it would respond to the fourth question, and I must say, the model surprised me once again!

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The Conclusion of the Trilogy on Autoencoders or Genesis 2.0 – Right up to the Creation of the First HumansArchive 2018
2 min

The Conclusion of the Trilogy on Autoencoders or Genesis 2.0 – Right up to the Creation of the First Humans

In the beginning, there was chaos and noise. Epoch One. And the great Generator said: Let there be light! And there was light. And the Discriminator saw the light, that it was good…

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The First Part of the Trilogy on the Use of Autoencoders – Noise ReductionArchive 2018
1 min

The First Part of the Trilogy on the Use of Autoencoders – Noise Reduction

This time focusing on noise reduction. First, I will contaminate the entire dataset with a large amount of colour noise. I will compress this damaged image (to 512 digits) and then decompress it again. The excess noise was…

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The Second Part of the Trilogy on Autoencoders – Morphing and Finding Similar ImagesArchive 2018
1 min

The Second Part of the Trilogy on Autoencoders – Morphing and Finding Similar Images

This time, we aim to find the most similar image in the dataset. Simply encode a face into a matrix of a few numbers. Then, you look at which matrix of encoded numbers…

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WaveNet: Generative Model for Raw AudioArchive 2017
1 min

WaveNet: Generative Model for Raw Audio

A new approach to voice synthesis. A method with the cool name ‘probability density destabilisation’ yields remarkable results. Listen to samples of voice synthesis generated using various algorithms….

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