Media Summary: In this video, we dive deep into the world of This has been my favorite video so far to make! I think interpretability is so important both in terms of ensuring safe AI and also ... One of the core roadblocks to understanding the computation inside a transformer is the fact that individual neurons do not seem ...

Unlocking Deep Learning With Sparse Autoencoders - Detailed Analysis & Overview

In this video, we dive deep into the world of This has been my favorite video so far to make! I think interpretability is so important both in terms of ensuring safe AI and also ... One of the core roadblocks to understanding the computation inside a transformer is the fact that individual neurons do not seem ... Joint work with Nathan Kutz: Discovering physical laws and ... Warning: This is an ad-libbed talk, and I'm sure I got some facts wrong. This is a talk I gave to my MATS 9.0 training program on ... This video by Kathleen Champion describes a new approach for simultaneously discovering models and an effective coordinate ...

I made a video about one of my favorite papers! I hope you enjoy :) ===Summary=== "Applying

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Unlocking Deep Learning with Sparse Autoencoders
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Unlocking Deep Learning with Sparse Autoencoders

Unlocking Deep Learning with Sparse Autoencoders

In this video, we dive deep into the world of

A Window  Into LLMs | Sparse Autoencoders Explained

A Window Into LLMs | Sparse Autoencoders Explained

This has been my favorite video so far to make! I think interpretability is so important both in terms of ensuring safe AI and also ...

Decoding Neural Networks with Sparse Autoencoders | David Chanin, FAI CDT

Decoding Neural Networks with Sparse Autoencoders | David Chanin, FAI CDT

Sparse Autoencoders

Hoagy Cunningham — Finding distributed features in LLMs with sparse autoencoders [TAIS 2024]

Hoagy Cunningham — Finding distributed features in LLMs with sparse autoencoders [TAIS 2024]

One of the core roadblocks to understanding the computation inside a transformer is the fact that individual neurons do not seem ...

Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning

Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning

Joint work with Nathan Kutz: https://www.youtube.com/channel/UCoUOaSVYkTV6W4uLvxvgiFA Discovering physical laws and ...

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Autoencoders | Deep Learning Animated

Autoencoders | Deep Learning Animated

In this video, we dive into the world of

Demo: Gemma Scope: Sparse autoencoders on Gemma 2

Demo: Gemma Scope: Sparse autoencoders on Gemma 2

Sparse Autoencoders

What are Autoencoders?

What are Autoencoders?

Learn about watsonx: https://ibm.biz/BdvxR8 An

24. Sparse AutoEncoders

24. Sparse AutoEncoders

24. Sparse AutoEncoders

Introduction to Sparse AutoEncoders | ML@P Reading Group | Jinen Setpal

Introduction to Sparse AutoEncoders | ML@P Reading Group | Jinen Setpal

Slides: https://jinen.setpal.net/slides/sae.pdf.

What Happened With Sparse Autoencoders?

What Happened With Sparse Autoencoders?

Warning: This is an ad-libbed talk, and I'm sure I got some facts wrong. This is a talk I gave to my MATS 9.0 training program on ...

Deep Learning of Dynamics and Coordinates with SINDy Autoencoders

Deep Learning of Dynamics and Coordinates with SINDy Autoencoders

This video by Kathleen Champion describes a new approach for simultaneously discovering models and an effective coordinate ...

Sparse Autoencoders Unlearn Knowledge in LLMs | A Paper-Based Walkthrough

Sparse Autoencoders Unlearn Knowledge in LLMs | A Paper-Based Walkthrough

I made a video about one of my favorite papers! I hope you enjoy :) ===Summary=== "Applying