Artificial Intelligence

They basically leverage transformers’ attention mechanism in the powerful StyleGAN2 architecture to make it even more powerful!Watch the video:Results examples on generating bedroom scenes with its attention maps. Image from: Drew A. Hudson and C. Lawrence Zitnick, Generative Adversarial Transformers, (2021).Last week we looked at DALL-E, OpenAI’s most recent paper.It uses a … [Read more...] about Generative Adversarial Transformers: GANsformers Explained

Training an adaline networkThe reasoning behind the training process is still the same as the perceptron: each weight w(i,j) needs to be updated in such a way that it will increase the amount of correctly predicted outputs on the next iteration — we call this update value Δ(i,j). However, this update variable is calculated in a different way, using an algorithm known as the … [Read more...] about Adaline neural networks: the origin of gradient descent

Значимым компонентом любого проекта в программировании являются данные, с которыми неизбежно взаимодействуют все программы. Например, при разработке веб-сайта вы должны представить тексты и изображения в удобном для пользователя виде. Если же в вашем проекте для прогноза тенденций в области финансов используется МО, то не обойтись без подготовки данных для обучения ваших … [Read more...] about Классы данных в Python и их ключевые особенности

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A comprehensive practice guide for data analysis.Photo by Hamza Zaidi on UnsplashThere are several libraries and packages that provide data scientists, analysts, or any one interested in data with functions to perform efficient data analysis. Most of them are well-documented so you can easily find out what a function does.However, the best way to learn such libraries is through … [Read more...] about Analyzing Melbourne House Prices with R

The creation of Artificial Intelligence(pseudo) has allowed us to create amazing programs that can far surpass the abilities of any human. Well some of the most cool AI daily use tools like Siri, pseudo-intelligent digital personal assistant or Alexa, boss of the smart homes or even Tesla, emerging self driving cars . It all started from something we all are familiar with … [Read more...] about HOW LEARNING IS MADE POSSIBLE WITH NEURAL NETWROKS!

So, back to the three ingredients: Outstanding Domain Expertise + Outstanding Machine Learning Expertise + Outstanding Compute. How did they each play a role? Here’s some of the things each brought to the party:1. Domain expertiseKnowledge of everything that the field had accomplished before and how, hypotheses on how to improve upon these, design of new input features, … [Read more...] about Watershed moments: AlphaFold 2 and the future of commercial R&D

Photo by JOHN TOWNER on UnsplashKabar baik bagi para peneliti pemrosesan bahasa alami atau natural language processing (NLP), khususnya bagi peneliti yang secara intensif meneliti dan memproses dokumen atau modalitas lain terkait dengan Bahasa Indonesia. Indonesian natural language understanding (IndoNLU) muncul sebagai sumber daya baru dalam pengembangan riset NLP Bahasa … [Read more...] about IndoNLU: Sumber Daya Baru dalam Pengembangan Riset NLP Bahasa Indonesia

The Human Triune Brain is a model of the evolution of the vertebrate forebrain and behavior, proposed by the American physician and neuroscientist Paul D. MacLean. MacLean originally formulated his model in the 1960s and propounded it at length in his 1990 book The Triune Brain in Evolution.The Triune Brain TheoryThe Triune brain proposes that the modern human brain consists of … [Read more...] about The Human Triune Brain and Artificial Intelligence

Funneling Sales Inflow through a ChatbotThe world is emerging at a drastic pace, so does its needs and deeds. Keeping a modern change in mind, this time we are up with a mindblowing topic to share with you. For this, we would be requesting your utmost attention for another five minutes.Well, we all are pretty aware of the fact that chatbots are elevating in magnitude and are … [Read more...] about Funneling Sales Inflow through a Chatbot