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Rostyslav Demush

Content Manager at Avenga

Lviv, UA

Joined Jun 2017

https://www.avenga.com/

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Reputation: 355
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  • Articles

Articles

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How Midjourney and Other Diffusion Models Create Images from Random Noise
Diffusion models, such as Midjourney and DALL-E 2 can produce stunning images, but their training always begins with complete noise.
April 22, 2023
· 6,249 Views · 2 Likes
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Two Principles of Geometric Deep Learning
Geometric Deep Learning (GDL) attempts to provide a formal unification for a broad class of existing machine learning problems.
July 7, 2022
· 5,889 Views · 2 Likes
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K-Means and SOM: Introduction to Popular Clustering Algorithms
An accessible introduction to self-organizing map and k-means - two of the most widely applied clustering algorithms.
July 9, 2020
· 11,876 Views · 3 Likes
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RNN, Seq2Seq, Transformers: Introduction to Neural Architectures Commonly Used in NLP
In this article, we’ll give you a high-level introduction to deep learning in NLP, and we’ll explain, briefly, how an RNN and a transformer work.
Updated August 8, 2019
· 11,604 Views · 4 Likes

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