Diffusion Models for MNIST Data

Posted on Sat 27 September 2025 in Machine Learning • Tagged with machine learning, mnist

Demo

Before I even get started on what I've done, here is a demo that you can play with.

Introduction

After playing around with reconstruction and classification of MNIST digits last week and talking to a few colleagues about the project, I decided to investigate diffusion models. I broadly knew …


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Learning to Reconstruct and Classify MNIST Digits

Posted on Sun 21 September 2025 in Machine Learning • Tagged with machine learning, mnist

Introduction

This blog post is about my attempts to learn about self-supervised learning. Most of my background is in reinforcement learning as opposed to any kind of supervised learning, so I feel I need to broaden my knowledge and be aware of how to actually structure projects, issues that can …


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