Diffusion Theory Diffusing Into LLMs
Author(s): Kim Hyun Bin Originally published on Towards AI. Diffusion Theory Diffusing Into LLMs Setting aside the contribution this paper brings to the field of Large Language Models (LLMs), this quote that the paper starts off with is magnificent. This idea of …
Convex Functions and SVMs
Author(s): Kim Hyun Bin Originally published on Towards AI. This is the first part to a two part series to an introduction to convex functions, their optimizations and how it all ends up in the explanation of Support Vector Machines. You might …
Bias vs Variance — The Mathematical Foundational Assessment of Models
Author(s): Kim Hyun Bin Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. I am sure for many of you interested in the field of machine learning and artificial intelligence, when you first started, …
Have… You Met the Vision Transformer?
Author(s): Kim Hyun Bin Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Technology never stops evolving. I believe Vision Transformers are the prime example of this idea. 4 years after the Transformer architecture …