AI Research Summaries
Explore
Vision Transformers or Convolutional Neural Networks? Both!
The field of Computer Vision has for years been dominated by Convolutional Neural Networks (CNNs). Through the use of filters, these networks…
Continue Reading Vision Transformers or Convolutional Neural Networks? Both!
Should Machine Learning Experts Respond to Climate Change Call To Action?
Our planet’s proper functioning and survival rely on a delicate balance of a vast heterogeneity of animal, plant, and microorganism species that…
Continue Reading Should Machine Learning Experts Respond to Climate Change Call To Action?
How AI Can Help Us Recycle
Reduce, Reuse, and Recycle. Otherwise known as the three Rs of waste management, this aphorism has been largely popularized as the solution…
The Secret Guide To Human-Like Text Summarization
Summarization has become a very helpful way of tackling the issue of data overburden. In my earlier story, I shared how you can…
Continue Reading The Secret Guide To Human-Like Text Summarization
Is Attention What You Really Need In Transformers?
In recent years there has been an explosion of methods based on self-attention and in particular Transformers, first in the field of…
Continue Reading Is Attention What You Really Need In Transformers?
On DINO, Self-Distillation With No Labels
It has been clear for some time that the Transformers had arrived in the field of computer vision to amaze, but hardly anyone…
Graph Convolutional Network Implementation With the PROTEINS Benchmark Dataset
This is part four in a series on graph theory and graph convolutional networks. If you’ve been reading this whole series, you’ve…
Continue Reading Graph Convolutional Network Implementation With the PROTEINS Benchmark Dataset
What Makes Graph Convolutional Networks Work?
This is the third part of a series on graphs and graph theory in machine learning. By now, if you’ve been following this series, you…
Continue Reading What Makes Graph Convolutional Networks Work?
Graph Convolutional Networks — Explained
In my last article on graph theory, I briefly introduced my latest topic of interest: Graph Convolutional Networks. If you’re here thinking…
Why Graph Theory Is Cooler Than You Thought
What are Graphs? Talk to a scientist in just about any discipline, and ask them the question — based on their discipline —…
Continue Reading Why Graph Theory Is Cooler Than You Thought