deMISTify

deMISTify

Gabriel Thompson

Notochord: Is musical improvisation the final frontier of AI pretending to have a soul?

Introduction to Notochord

Apr 29

Notochord: Is musical improvisation the final frontier of AI pretending to have a soul?

Apr 29

Emma Gillott

XIL-ADR: A New Approach to Iteratively Improving AI Models

An overview of the 5 phases of the XIL-ADR cycle.

Apr 29

XIL-ADR: A New Approach to Iteratively Improving AI Models

Apr 29

Jeremy Qu

Boosting AI Accelerator Performance with Quantization

This is a continuation of my previous article on hardware parallelism for AI.

Apr 28

Boosting AI Accelerator Performance with Quantization

Apr 28

Ambrose Ling

Memory optimization: Cure Out Of Memory errors like a doctor

Have you ever tried training your own LlaMA model, or fine-tuning your own Mistral 7B, or trying to fine tune your own version of Stable…

Apr 28

Memory optimization: Cure Out Of Memory errors like a doctor

Apr 28

Mishaal Kandapath

Do LLMs really have emergent Cognitive Abilities?

A critical re-evaluation using concepts from the cognitive sciences

Mar 20

Do LLMs really have emergent Cognitive Abilities?

Mar 20

Akshat Naik

The Human Factor: AI Learning from Preferences

Introduction

Mar 5

The Human Factor: AI Learning from Preferences

Mar 5

Muhammad Ali Hafeez

Which Algorithm Do I Use For My New Application !?

Introduction

Jan 19

Which Algorithm Do I Use For My New Application !?

Jan 19

Ambrose Ling

Adversarial Diffusion Distillation: the return of GANs in generative modelling???

Introduction

Jan 16

Adversarial Diffusion Distillation: the return of GANs in generative modelling???

Jan 16

Jeremy Qu

Beyond Algorithms — The Role of Hardware Parallelism in Accelerating Neural Networks

In a world saturated by complex webs of data, the deep neural network (DNN) stands as one of the premier methods for detecting patterns…

Jan 16

Beyond Algorithms — The Role of Hardware Parallelism in Accelerating Neural Networks

Jan 16

Ambrose Ling

Multi-Agent Trajectory Prediction: Bringing deep learning to the beautiful game.

Introduction

Nov 14, 2023

Multi-Agent Trajectory Prediction: Bringing deep learning to the beautiful game.

Nov 14, 2023

deMISTify

Monthly articles published by UTMIST’s technical writers on topics in the field of machine learning and artificial intelligence.

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Editors

University of Toronto Machine Intelligence Team

UTMIST’s Technical Writing Team publishes articles on topics within machine learning to our official publication: https://medium.com/demistify

Mishaal Kandapath

Ambrose Ling

I like neuroscience, machine learning, business, computational biology:)

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