Understanding Transformers Part 2: Technical Details of Transformers

Published: January 4, 2023

Part two in a series about understanding Transformers. This post focuses on the technical details of Transformers.

Understanding Transformers Part 1: Attention Mechanisms

Published: January 10, 2022

Part one in a series of posts about understanding Transformers. This post focuses on attention mechanisms.

Grad-CAM and Basic CNN Interpretability (with Implementation!)

Published: December 30, 2021

Explanation of the basics of CNN interpretability, how CAM works, and how Grad-CAM works! Even comes with an implementation in PyTorch.

Few-Shot Learning - Why, How, and the Future

Published: August 24, 2021

Brief introduction and overview of few-shot learning. Discusses why few-shot learning is cool, common approaches to few-shot learning, and the potential impact it could have in the future.